DataFrame
NO COMPARISON TARGET
939
ROWS
3
DUPLICATES
3.6 MB
RAM
137
FEATURES
119
CATEGORICAL
10
NUMERICAL
8
TEXT
2.1.0
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
NU_ANO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
2
CO_IES
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
3
CO_CATEGAD
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
4
CO_ORGACAD
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
5
CO_GRUPO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
6
CO_CURSO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
15
(2%)
ZEROES:
---
MAX
1.2M
95%
1.2M
Q3
0.1M
AVG
0.3M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.2M
IQR
103k
STD
471k
VAR
221.4B
KURT.
-0.323
SKEW
1.28
SUM
269.3M
7
CO_MODALIDADE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
8
CO_MUNIC_CURSO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
9
CO_UF_CURSO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
10
CO_REGIAO_CURSO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
11
NU_IDADE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
32
(3%)
ZEROES:
---
MAX
60.0
95%
37.1
Q3
28.0
AVG
26.6
MEDIAN
25.0
Q1
23.0
5%
22.0
MIN
20.0
RANGE
40.0
IQR
5.00
STD
5.00
VAR
25.0
KURT.
5.82
SKEW
2.09
SUM
24,995
12
TP_SEXO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
13
ANO_FIM_EM
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
27
(3%)
ZEROES:
---
MAX
2,017.0
95%
2,014.0
Q3
2,013.0
MEDIAN
2,012.0
AVG
2,010.9
Q1
2,010.0
5%
2,002.0
MIN
1,983.0
RANGE
34.0
IQR
3.00
STD
4.12
VAR
17.0
KURT.
6.72
SKEW
-2.25
SUM
1.9M
14
ANO_IN_GRAD
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
15
(2%)
ZEROES:
---
MAX
2,018.0
95%
2,016.0
Q3
2,015.0
MEDIAN
2,014.0
AVG
2,013.6
Q1
2,013.0
5%
2,010.0
MIN
2,002.0
RANGE
16.0
IQR
2.00
STD
1.91
VAR
3.63
KURT.
3.36
SKEW
-1.49
SUM
1.9M
15
CO_TURNO_GRADUACAO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
16
TP_INSCRICAO_ADM
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
17
TP_INSCRICAO
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
18
NU_ITEM_OFG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
19
NU_ITEM_OFG_Z
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
20
NU_ITEM_OFG_X
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
21
NU_ITEM_OFG_N
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
22
NU_ITEM_OCE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
23
NU_ITEM_OCE_Z
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
24
NU_ITEM_OCE_X
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
25
NU_ITEM_OCE_N
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
26
DS_VT_GAB_OFG_ORIG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
27
DS_VT_GAB_OFG_FIN
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
28
DS_VT_GAB_OCE_ORIG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
29
DS_VT_GAB_OCE_FIN
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
30
DS_VT_ESC_OFG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
611
(65%)
111
12%
-
-
16
2%
-
-
ADCBACDB
16
2%
-
-
EDCBCCDB
12
1%
-
-
ADCBECDB
11
1%
-
-
ADCBCCDB
9
<1%
-
-
EDCBACDB
9
<1%
-
-
EDCBECDB
755
80%
-
-
(Other)
31
DS_VT_ACE_OFG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
105
(11%)
111
12%
-
-
85
9%
-
-
81110111
50
5%
-
-
81100111
46
5%
-
-
81110011
39
4%
-
-
81111111
37
4%
-
-
81100011
29
3%
-
-
81110101
542
58%
-
-
(Other)
32
DS_VT_ESC_OCE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
824
(88%)
111
12%
-
-
6
<1%
-
-
...........................
1
<1%
-
-
BBCDCABCBCDAADACCBEEBCBABCB
1
<1%
-
-
EBBBCDACEDADECCDDCACABBBACE
1
<1%
-
-
EDEBEDCDBBDCECCBECCCBACCAAE
1
<1%
-
-
ABDCDDCBABCCDCDDBBAECCABCBA
1
<1%
-
-
AEDBDACEBDCABDBEAAEBAEAAAAA
817
87%
-
-
(Other)
33
DS_VT_ACE_OCE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
823
(88%)
111
12%
-
-
4
<1%
-
-
000900000000999090000099000
2
<1%
-
-
090090009000190000009919009
2
<1%
-
-
809010090000080080080090811
2
<1%
-
-
809000091000180080080090810
1
<1%
-
-
091190009011191001009909009
1
<1%
-
-
100010111011101800091911109
816
87%
-
-
(Other)
34
TP_PRES
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
35
TP_PR_GER
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
36
TP_PR_OB_FG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
37
TP_PR_DI_FG
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
38
TP_PR_OB_CE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
39
TP_PR_DI_CE
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
40
TP_SFG_D1
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
41
TP_SFG_D2
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
42
TP_SCE_D1
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
43
TP_SCE_D2
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
44
TP_SCE_D3
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
45
NT_GER
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
417
(44%)
8
<1%
-
-
39,5
6
<1%
-
-
28,8
6
<1%
-
-
31,3
6
<1%
-
-
45,7
5
<1%
-
-
30,1
5
<1%
-
-
43
5
<1%
-
-
52,9
783
95%
-
-
(Other)
46
NT_FG
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
367
(39%)
18
2%
-
-
34,3
17
2%
-
-
42,8
14
2%
-
-
51,4
12
1%
-
-
25,7
8
<1%
-
-
48,1
8
<1%
-
-
62,6
7
<1%
-
-
56,6
740
90%
-
-
(Other)
47
NT_OBJ_FG
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
8
(<1%)
48
NT_DIS_FG
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
147
(16%)
70
8%
-
-
0
17
2%
-
-
13,5
14
2%
-
-
34,5
13
2%
-
-
34
13
2%
-
-
32
13
2%
-
-
41,5
11
1%
-
-
15,5
673
82%
-
-
(Other)
49
NT_FG_D1
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
85
(9%)
ZEROES:
127
(14%)
MAX
99.0
95%
86.0
Q3
46.0
AVG
27.2
MEDIAN
15.0
Q1
8.0
5%
0.0
MIN
0.0
RANGE
99.0
IQR
38.0
STD
26.4
VAR
695
KURT.
0.010
SKEW
1.06
SUM
22,373
50
NT_FG_D1_PT
VALUES:
828
(88%)
MISSING:
111
(12%)
DISTINCT:
19
(2%)
ZEROES:
127
(14%)
MAX
95.0
95%
80.0
Q3
75.0
MEDIAN
55.0
AVG
50.3
Q1
35.0
5%
0.0
MIN
0.0
RANGE
95.0
IQR
40.0
STD
26.9
VAR
724
KURT.
-0.620
SKEW
-0.699
SUM
41,680
51
NT_FG_D1_CT
VALUES:
828
(88%)
MISSING:
111
(12%)
DISTINCT:
10
(1%)
52
NT_FG_D2
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
53
(6%)
ZEROES:
104
(11%)
MAX
98.0
95%
74.0
Q3
54.0
AVG
32.8
MEDIAN
32.0
Q1
11.0
5%
0.0
MIN
0.0
RANGE
98.0
IQR
43.0
STD
25.1
VAR
628
KURT.
-1.09
SKEW
0.341
SUM
26,993
53
NT_FG_D2_PT
VALUES:
828
(88%)
MISSING:
111
(12%)
DISTINCT:
16
(2%)
ZEROES:
106
(11%)
MAX
90.0
95%
80.0
Q3
70.0
MEDIAN
60.0
AVG
54.2
Q1
45.0
5%
0.0
MIN
0.0
RANGE
90.0
IQR
25.0
STD
25.3
VAR
638
KURT.
0.212
SKEW
-1.04
SUM
44,905
54
NT_FG_D2_CT
VALUES:
828
(88%)
MISSING:
111
(12%)
DISTINCT:
5
(<1%)
55
NT_CE
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
348
(37%)
28
3%
-
-
22,4
23
3%
-
-
13,4
23
3%
-
-
31,3
23
3%
-
-
17,9
20
2%
-
-
26,9
15
2%
-
-
35,8
12
1%
-
-
40,3
680
83%
-
-
(Other)
56
NT_OBJ_CE
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
68
(7%)
57
NT_DIS_CE
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
62
(7%)
58
NT_CE_D1
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
17
(2%)
59
NT_CE_D2
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
14
(1%)
ZEROES:
523
(56%)
MAX
100
95%
98
Q3
30
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
100
IQR
30.0
STD
29.7
VAR
880
KURT.
0.880
SKEW
1.42
SUM
15,640
60
NT_CE_D3
VALUES:
824
(88%)
MISSING:
115
(12%)
DISTINCT:
19
(2%)
61
CO_RS_I1
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
62
CO_RS_I2
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
63
CO_RS_I3
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
64
CO_RS_I4
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
65
CO_RS_I5
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
66
CO_RS_I6
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
67
CO_RS_I7
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
68
CO_RS_I8
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
69
CO_RS_I9
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
70
QE_I01
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
71
QE_I02
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
72
QE_I03
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
73
QE_I04
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
74
QE_I05
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
75
QE_I06
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
76
QE_I07
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
77
QE_I08
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
78
QE_I09
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
79
QE_I10
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
80
QE_I11
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
81
QE_I12
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
82
QE_I13
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
83
QE_I14
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
84
QE_I15
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
85
QE_I16
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
15
(2%)
ZEROES:
---
MAX
99.0
95%
15.0
Q3
15.0
AVG
15.6
MEDIAN
15.0
Q1
15.0
5%
15.0
MIN
11.0
RANGE
88.0
IQR
0.00
STD
6.03
VAR
36.3
KURT.
167
SKEW
12.6
SUM
13,786
86
QE_I17
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
87
QE_I18
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
88
QE_I19
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
89
QE_I20
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
12
(1%)
90
QE_I21
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
91
QE_I22
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
92
QE_I23
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
93
QE_I24
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
94
QE_I25
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
95
QE_I26
VALUES:
939
(100%)
MISSING:
---
DISTINCT:
10
(1%)
96
QE_I27
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
97
QE_I28
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
98
QE_I29
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
99
QE_I30
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
100
QE_I31
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
101
QE_I32
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
102
QE_I33
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
103
QE_I34
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
104
QE_I35
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
105
QE_I36
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
106
QE_I37
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
107
QE_I38
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
108
QE_I39
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
109
QE_I40
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
110
QE_I41
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
111
QE_I42
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
112
QE_I43
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
113
QE_I44
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
114
QE_I45
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
115
QE_I46
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
116
QE_I47
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
117
QE_I48
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
118
QE_I49
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
119
QE_I50
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
120
QE_I51
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
121
QE_I52
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
122
QE_I53
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
123
QE_I54
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
124
QE_I55
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
125
QE_I56
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
126
QE_I57
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
127
QE_I58
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
128
QE_I59
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
129
QE_I60
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
130
QE_I61
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
131
QE_I62
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
132
QE_I63
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
7
(<1%)
133
QE_I64
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
134
QE_I65
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
135
QE_I66
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
136
QE_I67
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
137
QE_I68
VALUES:
884
(94%)
MISSING:
55
(6%)
DISTINCT:
8
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
NU_ANO
MISSING:
---
TOP CATEGORIES
2019
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ANO
PROVIDES INFORMATION ON...
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ANO:
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ANO
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
CO_IES
MISSING:
---
TOP CATEGORIES
569
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_IES
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_IES:
NU_ANO
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_IES
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
CO_CATEGAD
MISSING:
---
TOP CATEGORIES
10002
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_CATEGAD
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_CATEGAD:
NU_ANO
1.00
CO_IES
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_CATEGAD
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
CO_ORGACAD
MISSING:
---
TOP CATEGORIES
10028
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_ORGACAD
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_ORGACAD:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_ORGACAD
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
CO_GRUPO
MISSING:
---
TOP CATEGORIES
5806
223
24%
5710
188
20%
4003
149
16%
6307
113
12%
5902
108
12%
6008
71
8%
6208
35
4%
6002
28
3%
6405
24
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_GRUPO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_GRUPO:
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_Z
0.71
NU_ITEM_OCE_X
0.67
NT_OBJ_CE
0.64
NT_DIS_CE
0.32
NT_CE_D1
0.28
NT_CE_D3
0.24
TP_SCE_D2
0.20
CO_MUNIC_CURSO
0.19
TP_SCE_D1
0.09
CO_TURNO_GRADUACAO
0.07
NT_FG_D1_CT
0.05
QE_I37
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_GRUPO
CORRELATION RATIO WITH...
CO_CURSO
0.88
NT_CE_D2
0.61
NT_FG_D2
0.27
ANO_IN_GRAD
0.24
NT_FG_D1
0.23
NU_IDADE
0.17
ANO_FIM_EM
0.16
NT_FG_D2_PT
0.15
NT_FG_D1_PT
0.13
QE_I16
0.04
CO_CURSO
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_CE_D2
0.34
ANO_IN_GRAD
0.15
NT_FG_D2
0.10
NT_FG_D1
0.06
QE_I16
-0.05
NU_IDADE
-0.04
NT_FG_D1_PT
0.04
NT_FG_D2_PT
-0.02
ANO_FIM_EM
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_GRUPO
0.88
DS_VT_GAB_OCE_ORIG
0.88
DS_VT_GAB_OCE_FIN
0.88
NU_ITEM_OCE_Z
0.72
NT_OBJ_CE
0.70
CO_MUNIC_CURSO
0.61
NT_DIS_CE
0.43
NT_CE_D3
0.39
NU_ITEM_OCE_X
0.38
NT_CE_D1
0.37
QE_I12
0.29
QE_I53
0.26
TP_SCE_D2
0.25
QE_I04
0.25
MOST FREQUENT VALUES
12004
181
19.3%
12001
159
16.9%
12003
88
9.4%
1113574
83
8.8%
53193
82
8.7%
12006
71
7.6%
92861
42
4.5%
1191240
39
4.2%
1110447
35
3.7%
1188707
30
3.2%
92859
29
3.1%
21850
28
3.0%
1189138
28
3.0%
114894
24
2.6%
114844
20
2.1%
SMALLEST VALUES
12001
159
16.9%
12003
88
9.4%
12004
181
19.3%
12006
71
7.6%
21850
28
3.0%
53193
82
8.7%
92859
29
3.1%
92861
42
4.5%
114844
20
2.1%
114894
24
2.6%
1110447
35
3.7%
1113574
83
8.8%
1188707
30
3.2%
1189138
28
3.0%
1191240
39
4.2%
LARGEST VALUES
1191240
39
4.2%
1189138
28
3.0%
1188707
30
3.2%
1113574
83
8.8%
1110447
35
3.7%
114894
24
2.6%
114844
20
2.1%
92861
42
4.5%
92859
29
3.1%
53193
82
8.7%
21850
28
3.0%
12006
71
7.6%
12004
181
19.3%
12003
88
9.4%
12001
159
16.9%
CO_MODALIDADE
MISSING:
---
TOP CATEGORIES
1
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_MODALIDADE
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_MODALIDADE:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_MODALIDADE
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
CO_MUNIC_CURSO
MISSING:
---
TOP CATEGORIES
1501402
692
74%
1508100
149
16%
1502400
39
4%
1500107
35
4%
1500602
24
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_MUNIC_CURSO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_MUNIC_CURSO:
CO_GRUPO
0.44
DS_VT_GAB_OCE_ORIG
0.44
DS_VT_GAB_OCE_FIN
0.44
NT_OBJ_CE
0.31
NU_ITEM_OCE_X
0.19
NT_DIS_CE
0.18
NU_ITEM_OCE_Z
0.13
NT_CE_D1
0.10
NT_CE_D3
0.09
QE_I24
0.09
QE_I12
0.07
QE_I59
0.06
QE_I53
0.06
QE_I04
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_MUNIC_CURSO
CORRELATION RATIO WITH...
CO_CURSO
0.61
NT_CE_D2
0.33
ANO_IN_GRAD
0.11
NT_FG_D2_PT
0.11
NT_FG_D2
0.10
NT_FG_D1
0.09
NU_IDADE
0.09
ANO_FIM_EM
0.08
NT_FG_D1_PT
0.05
QE_I16
0.02
CO_UF_CURSO
MISSING:
---
TOP CATEGORIES
15
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_UF_CURSO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_UF_CURSO:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_UF_CURSO
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
CO_REGIAO_CURSO
MISSING:
---
TOP CATEGORIES
1
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_REGIAO_CURSO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_REGIAO_CURSO:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_REGIAO_CURSO
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_IDADE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ANO_FIM_EM
-0.88
ANO_IN_GRAD
-0.55
NT_FG_D2
-0.18
NT_FG_D2_PT
-0.15
NT_CE_D2
-0.10
CO_CURSO
-0.04
QE_I16
0.04
NT_FG_D1
-0.04
NT_FG_D1_PT
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
0.51
QE_I06
0.49
QE_I09
0.44
NT_OBJ_CE
0.39
QE_I10
0.38
QE_I13
0.37
QE_I05
0.36
QE_I17
0.33
QE_I18
0.33
QE_I19
0.32
QE_I20
0.32
QE_I24
0.31
NT_DIS_CE
0.30
QE_I15
0.30
MOST FREQUENT VALUES
23
151
16.1%
24
130
13.8%
25
117
12.5%
26
98
10.4%
22
91
9.7%
27
78
8.3%
28
46
4.9%
29
34
3.6%
30
27
2.9%
32
23
2.4%
31
22
2.3%
21
18
1.9%
33
16
1.7%
34
12
1.3%
38
11
1.2%
SMALLEST VALUES
20
1
0.1%
21
18
1.9%
22
91
9.7%
23
151
16.1%
24
130
13.8%
25
117
12.5%
26
98
10.4%
27
78
8.3%
28
46
4.9%
29
34
3.6%
30
27
2.9%
31
22
2.3%
32
23
2.4%
33
16
1.7%
34
12
1.3%
LARGEST VALUES
60
1
0.1%
53
1
0.1%
52
1
0.1%
51
1
0.1%
48
1
0.1%
47
1
0.1%
45
2
0.2%
44
4
0.4%
43
6
0.6%
42
3
0.3%
41
3
0.3%
40
6
0.6%
39
6
0.6%
38
11
1.2%
37
11
1.2%
TP_SEXO
MISSING:
---
TOP CATEGORIES
M
692
74%
F
247
26%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SEXO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_SEXO:
NT_OBJ_CE
0.15
CO_GRUPO
0.12
DS_VT_GAB_OCE_ORIG
0.12
DS_VT_GAB_OCE_FIN
0.12
NT_DIS_CE
0.10
NU_ITEM_OCE_Z
0.08
TP_SCE_D2
0.05
NT_CE_D3
0.04
QE_I09
0.03
NT_CE_D1
0.03
NU_ITEM_OCE_X
0.03
QE_I10
0.03
QE_I56
0.03
QE_I19
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SEXO
CORRELATION RATIO WITH...
NT_CE_D2
0.19
ANO_IN_GRAD
0.15
CO_CURSO
0.15
NU_IDADE
0.14
ANO_FIM_EM
0.12
NT_FG_D2_PT
0.08
NT_FG_D2
0.08
NT_FG_D1
0.07
NT_FG_D1_PT
0.07
QE_I16
0.01
ANO_FIM_EM
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NU_IDADE
-0.88
ANO_IN_GRAD
0.59
NT_FG_D2
0.17
NT_FG_D2_PT
0.15
NT_FG_D1
0.05
NT_CE_D2
0.05
NT_FG_D1_PT
0.02
QE_I16
-0.02
CO_CURSO
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I06
0.51
QE_I01
0.47
QE_I09
0.42
QE_I10
0.37
QE_I13
0.35
NT_OBJ_CE
0.35
QE_I24
0.31
QE_I05
0.31
QE_I20
0.31
QE_I17
0.30
QE_I15
0.30
QE_I19
0.29
NT_DIS_CE
0.29
QE_I18
0.28
MOST FREQUENT VALUES
2013
207
22.0%
2014
188
20.0%
2012
120
12.8%
2011
98
10.4%
2010
72
7.7%
2009
48
5.1%
2015
36
3.8%
2008
35
3.7%
2007
23
2.4%
2005
16
1.7%
2006
15
1.6%
2003
13
1.4%
2002
13
1.4%
2000
10
1.1%
2004
9
1.0%
SMALLEST VALUES
1983
1
0.1%
1988
2
0.2%
1993
2
0.2%
1994
4
0.4%
1995
2
0.2%
1996
1
0.1%
1997
2
0.2%
1998
6
0.6%
1999
4
0.4%
2000
10
1.1%
2001
8
0.9%
2002
13
1.4%
2003
13
1.4%
2004
9
1.0%
2005
16
1.7%
LARGEST VALUES
2017
1
0.1%
2016
3
0.3%
2015
36
3.8%
2014
188
20.0%
2013
207
22.0%
2012
120
12.8%
2011
98
10.4%
2010
72
7.7%
2009
48
5.1%
2008
35
3.7%
2007
23
2.4%
2006
15
1.6%
2005
16
1.7%
2004
9
1.0%
2003
13
1.4%
ANO_IN_GRAD
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ANO_FIM_EM
0.59
NU_IDADE
-0.55
NT_CE_D2
0.18
NT_FG_D2
0.16
CO_CURSO
0.15
NT_FG_D2_PT
0.14
NT_FG_D1
0.07
NT_FG_D1_PT
0.04
QE_I16
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_CE
0.45
QE_I10
0.40
NT_DIS_CE
0.40
QE_I06
0.38
QE_I09
0.37
QE_I01
0.37
QE_I13
0.36
QE_I20
0.36
TP_SCE_D2
0.35
QE_I53
0.35
QE_I15
0.34
QE_I51
0.34
NT_CE_D1
0.34
TP_SCE_D1
0.34
MOST FREQUENT VALUES
2015.0
337
35.9%
2014.0
199
21.2%
2013.0
136
14.5%
2012.0
95
10.1%
2011.0
50
5.3%
2016.0
45
4.8%
2010.0
33
3.5%
2009.0
13
1.4%
2007.0
10
1.1%
2017.0
9
1.0%
2008.0
7
0.7%
2006.0
2
0.2%
2018.0
1
0.1%
2004.0
1
0.1%
2002.0
1
0.1%
SMALLEST VALUES
2002.0
1
0.1%
2004.0
1
0.1%
2006.0
2
0.2%
2007.0
10
1.1%
2008.0
7
0.7%
2009.0
13
1.4%
2010.0
33
3.5%
2011.0
50
5.3%
2012.0
95
10.1%
2013.0
136
14.5%
2014.0
199
21.2%
2015.0
337
35.9%
2016.0
45
4.8%
2017.0
9
1.0%
2018.0
1
0.1%
LARGEST VALUES
2018.0
1
0.1%
2017.0
9
1.0%
2016.0
45
4.8%
2015.0
337
35.9%
2014.0
199
21.2%
2013.0
136
14.5%
2012.0
95
10.1%
2011.0
50
5.3%
2010.0
33
3.5%
2009.0
13
1.4%
2008.0
7
0.7%
2007.0
10
1.1%
2006.0
2
0.2%
2004.0
1
0.1%
2002.0
1
0.1%
CO_TURNO_GRADUACAO
MISSING:
---
TOP CATEGORIES
3.0
911
97%
1.0
28
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_TURNO_GRADUACAO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_TURNO_GRADUACAO:
CO_GRUPO
1.00
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NT_OBJ_CE
0.58
NT_CE_D3
0.39
NU_ITEM_OCE_X
0.31
NT_DIS_CE
0.31
NT_CE_D1
0.24
NU_ITEM_OCE_Z
0.18
QE_I44
0.15
QE_I66
0.14
QE_I43
0.14
QE_I13
0.12
QE_I41
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_TURNO_GRADUACAO
CORRELATION RATIO WITH...
ANO_IN_GRAD
0.13
NT_FG_D2
0.12
NU_IDADE
0.12
ANO_FIM_EM
0.11
NT_CE_D2
0.11
CO_CURSO
0.10
NT_FG_D1_PT
0.07
NT_FG_D1
0.06
NT_FG_D2_PT
0.04
QE_I16
0.01
TP_INSCRICAO_ADM
MISSING:
---
TOP CATEGORIES
1
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_INSCRICAO_ADM
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_INSCRICAO_ADM:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_INSCRICAO_ADM
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
TP_INSCRICAO
MISSING:
---
TOP CATEGORIES
0
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_INSCRICAO
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_INSCRICAO:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_INSCRICAO
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_ITEM_OFG
MISSING:
---
TOP CATEGORIES
8
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG_Z
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_ITEM_OFG_Z
MISSING:
---
TOP CATEGORIES
1
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG_Z
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG_Z:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG_Z
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_ITEM_OFG_X
MISSING:
---
TOP CATEGORIES
0
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG_X
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG_X:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG_X
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_ITEM_OFG_N
MISSING:
---
TOP CATEGORIES
0
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OFG_N
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OCE
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OFG_N:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OFG_N
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_ITEM_OCE
MISSING:
---
TOP CATEGORIES
27
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE_N
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
NU_ITEM_OCE_Z
MISSING:
---
TOP CATEGORIES
0
424
45%
5
223
24%
1
113
12%
3
108
12%
2
71
8%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE_Z
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE_Z:
CO_GRUPO
1.00
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_X
0.57
NT_OBJ_CE
0.55
NT_DIS_CE
0.30
TP_SCE_D2
0.26
NT_CE_D1
0.26
NT_CE_D3
0.24
CO_MUNIC_CURSO
0.08
TP_SCE_D1
0.07
QE_I37
0.06
QE_I55
0.05
QE_I57
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE_Z
CORRELATION RATIO WITH...
CO_CURSO
0.72
NT_CE_D2
0.49
NT_FG_D2
0.21
NT_FG_D1
0.21
ANO_IN_GRAD
0.18
NT_FG_D1_PT
0.11
NU_IDADE
0.10
NT_FG_D2_PT
0.10
ANO_FIM_EM
0.09
QE_I16
0.04
NU_ITEM_OCE_X
MISSING:
---
TOP CATEGORIES
3
360
38%
4
242
26%
7
188
20%
8
149
16%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE_X
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE_X:
CO_GRUPO
1.00
DS_VT_GAB_OCE_ORIG
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_Z
0.60
NT_OBJ_CE
0.52
NT_DIS_CE
0.23
NT_CE_D1
0.21
NT_CE_D3
0.21
TP_SCE_D2
0.13
CO_MUNIC_CURSO
0.12
TP_SCE_D1
0.06
CO_RS_I2
0.04
QE_I13
0.04
QE_I61
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE_X
CORRELATION RATIO WITH...
CO_CURSO
0.38
NT_CE_D2
0.19
NT_FG_D2
0.15
NT_FG_D1
0.11
NU_IDADE
0.10
NT_FG_D2_PT
0.09
ANO_IN_GRAD
0.08
ANO_FIM_EM
0.08
NT_FG_D1_PT
0.05
QE_I16
0.04
NU_ITEM_OCE_N
MISSING:
---
TOP CATEGORIES
0
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NU_ITEM_OCE_N
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NU_ITEM_OCE_N:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NU_ITEM_OCE_N
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
DS_VT_GAB_OFG_ORIG
MISSING:
---
TOP CATEGORIES
ZDCBCCDB
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OFG_ORIG
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OFG_ORIG:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OFG_ORIG
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
DS_VT_GAB_OFG_FIN
MISSING:
---
TOP CATEGORIES
ZDCBCCDB
939
100%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OFG_FIN
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OFG_FIN:
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_MUNIC_CURSO
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_SEXO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OFG_FIN
CORRELATION RATIO WITH...
CO_CURSO
0.00
NU_IDADE
0.00
ANO_FIM_EM
0.00
ANO_IN_GRAD
0.00
NT_FG_D1
0.00
NT_FG_D1_PT
0.00
NT_FG_D2
0.00
NT_FG_D2_PT
0.00
NT_CE_D2
0.00
QE_I16
0.00
DS_VT_GAB_OCE_ORIG
MISSING:
---
TOP CATEGORIES
ZACDBBADDABEEZECZAEZBCDBZBC
223
24%
ABECDDEABDECCBCDEBAEDCDBAAA
188
20%
EECBABEEADCEBBBCCDDCADEDAAC
149
16%
AEDBBEDCBCDEBCAZADCBBDCAADD
113
12%
ZDEBDAEBADACZDCBCDCZABBEDBC
108
12%
EZCDDECZEAABCEEBACBDABDCADA
71
8%
BCCAEDEDCBECDACEDACADEBCBBE
35
4%
EEABBEBDEBBADECBDADDCCADCBA
28
3%
ECBBACCEAACBEADEBBDDCEAECDC
24
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OCE_ORIG
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OCE_ORIG:
CO_GRUPO
1.00
DS_VT_GAB_OCE_FIN
1.00
NU_ITEM_OCE_Z
0.71
NU_ITEM_OCE_X
0.67
NT_OBJ_CE
0.64
NT_DIS_CE
0.32
NT_CE_D1
0.28
NT_CE_D3
0.24
TP_SCE_D2
0.20
CO_MUNIC_CURSO
0.19
TP_SCE_D1
0.09
CO_TURNO_GRADUACAO
0.07
NT_FG_D1_CT
0.05
QE_I37
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_ORIG
CORRELATION RATIO WITH...
CO_CURSO
0.88
NT_CE_D2
0.61
NT_FG_D2
0.27
ANO_IN_GRAD
0.24
NT_FG_D1
0.23
NU_IDADE
0.17
ANO_FIM_EM
0.16
NT_FG_D2_PT
0.15
NT_FG_D1_PT
0.13
QE_I16
0.04
DS_VT_GAB_OCE_FIN
MISSING:
---
TOP CATEGORIES
ZAXDBBAXDABEEZECZAEZBCXBZBC
223
24%
ABEXDDEABDECXXXDXBAEDCXXAAA
188
20%
EXCBXBEEXDCEBXBCCDDCXXEXAAX
149
16%
AEDBBEDCBCDEBCAZADCXBXCAADX
113
12%
ZDEBDAEBXDACZXCBXDCZABBEDXC
108
12%
EZCDDECZEAABXEEXXCBDABDXADA
71
8%
BXCAXDEXCBECDACEDACADEBXBBE
35
4%
EEABBEBXEBBAXECBDAXDCCXDCBA
28
3%
ECBBACCEAACBEADEBBXXCEAECDX
24
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DS_VT_GAB_OCE_FIN
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_GRUPO
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
CO_TURNO_GRADUACAO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00

THESE FEATURES
GIVE INFORMATION
ON DS_VT_GAB_OCE_FIN:
CO_GRUPO
1.00
DS_VT_GAB_OCE_ORIG
1.00
NU_ITEM_OCE_Z
0.71
NU_ITEM_OCE_X
0.67
NT_OBJ_CE
0.64
NT_DIS_CE
0.32
NT_CE_D1
0.28
NT_CE_D3
0.24
TP_SCE_D2
0.20
CO_MUNIC_CURSO
0.19
TP_SCE_D1
0.09
CO_TURNO_GRADUACAO
0.07
NT_FG_D1_CT
0.05
QE_I37
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DS_VT_GAB_OCE_FIN
CORRELATION RATIO WITH...
CO_CURSO
0.88
NT_CE_D2
0.61
NT_FG_D2
0.27
ANO_IN_GRAD
0.24
NT_FG_D1
0.23
NU_IDADE
0.17
ANO_FIM_EM
0.16
NT_FG_D2_PT
0.15
NT_FG_D1_PT
0.13
QE_I16
0.04
DS_VT_ESC_OFG
MISSING:
---
111
12%
-
-
16
2%
-
-
ADCBACDB
16
2%
-
-
EDCBCCDB
12
1%
-
-
ADCBECDB
11
1%
-
-
ADCBCCDB
9
<1%
-
-
EDCBACDB
9
<1%
-
-
EDCBECDB
7
<1%
-
-
BDCBECDB
7
<1%
-
-
CDCBCCDB
6
<1%
-
-
........
5
<1%
-
-
BDCBEADB
5
<1%
-
-
BDCBECEB
5
<1%
-
-
BDCBACDB
5
<1%
-
-
ADCCACDB
5
<1%
-
-
BDCBCCDB
5
<1%
-
-
EDCBACEB
5
<1%
-
-
DDCCACDB
4
<1%
-
-
DDCBECDB
4
<1%
-
-
EDCBDCEB
4
<1%
-
-
BDCBDCDB
4
<1%
-
-
EDCBDCDB
4
<1%
-
-
ADCBEADB
4
<1%
-
-
ADCCECDB
4
<1%
-
-
DDCBACDB
4
<1%
-
-
CDCBECDB
4
<1%
-
-
BACBACDB
3
<1%
-
-
ADCBECEB
3
<1%
-
-
ADCCACDC
3
<1%
-
-
EDCCEADB
3
<1%
-
-
EDCCCCDB
3
<1%
-
-
EDCCECDB
3
<1%
-
-
ADCBABDB
3
<1%
-
-
EDCAECDB
3
<1%
-
-
ADCBCADB
3
<1%
-
-
ADCBCCEB
3
<1%
-
-
EDCBABDB
3
<1%
-
-
EDCCACDB
3
<1%
-
-
EDCCCCEB
2
<1%
-
-
ADCBCAEB
2
<1%
-
-
BDECACDB
2
<1%
-
-
ADCBACEB
2
<1%
-
-
CDCBACDB
2
<1%
-
-
EDCBCBEB
2
<1%
-
-
BDDBEADB
2
<1%
-
-
EDCBEBDB
2
<1%
-
-
ADCBDCEB
2
<1%
-
-
DDCBEBDB
2
<1%
-
-
ADDBBCDB
2
<1%
-
-
BDDBDCDC
2
<1%
-
-
BDCACCDB
2
<1%
-
-
EDCBBCDB
2
<1%
-
-
ADCCDAEB
2
<1%
-
-
ADCCABDB
2
<1%
-
-
CDDCECEB
2
<1%
-
-
BDCCDCDB
2
<1%
-
-
EDCCCADB
2
<1%
-
-
ADCCCBDB
2
<1%
-
-
EECBECDB
2
<1%
-
-
CDCBCBDB
2
<1%
-
-
EDCBEAEB
584
62%
-
-
(Other)
DS_VT_ACE_OFG
MISSING:
---
111
12%
-
-
85
9%
-
-
81110111
50
5%
-
-
81100111
46
5%
-
-
81110011
39
4%
-
-
81111111
37
4%
-
-
81100011
29
3%
-
-
81110101
20
2%
-
-
81110001
19
2%
-
-
81010111
18
2%
-
-
81100001
16
2%
-
-
81100110
15
2%
-
-
81010011
15
2%
-
-
81111011
14
1%
-
-
81100010
14
1%
-
-
81000111
12
1%
-
-
80110111
12
1%
-
-
81010110
12
1%
-
-
81101011
12
1%
-
-
81110100
12
1%
-
-
81100101
12
1%
-
-
81000101
11
1%
-
-
81101111
11
1%
-
-
81110110
10
1%
-
-
81000011
9
<1%
-
-
80100111
9
<1%
-
-
81011111
9
<1%
-
-
80000000
9
<1%
-
-
81100000
8
<1%
-
-
80110011
8
<1%
-
-
81111001
8
<1%
-
-
81010101
7
<1%
-
-
80100011
7
<1%
-
-
80000010
7
<1%
-
-
81101110
7
<1%
-
-
81111101
6
<1%
-
-
81110000
6
<1%
-
-
80000001
6
<1%
-
-
81001101
6
<1%
-
-
81101010
6
<1%
-
-
81101101
6
<1%
-
-
81010010
5
<1%
-
-
80100110
5
<1%
-
-
81011011
5
<1%
-
-
81000110
5
<1%
-
-
80110110
5
<1%
-
-
81000000
5
<1%
-
-
80110101
5
<1%
-
-
80000111
5
<1%
-
-
80100001
5
<1%
-
-
81000010
5
<1%
-
-
81110010
5
<1%
-
-
80010110
5
<1%
-
-
81111110
5
<1%
-
-
81000100
4
<1%
-
-
80100010
4
<1%
-
-
81001111
4
<1%
-
-
80101011
4
<1%
-
-
81000001
4
<1%
-
-
80000100
4
<1%
-
-
80110000
94
10%
-
-
(Other)
DS_VT_ESC_OCE
MISSING:
---
111
12%
-
-
6
<1%
-
-
...........................
1
<1%
-
-
BBCDCABCBCDAADACCBEEBCBABCB
1
<1%
-
-
EBBBCDACEDADECCDDCACABBBACE
1
<1%
-
-
EDEBEDCDBBDCECCBECCCBACCAAE
1
<1%
-
-
ABDCDDCBABCCDCDDBBAECCABCBA
1
<1%
-
-
AEDBDACEBDCABDBEAAEBAEAAAAA
1
<1%
-
-
ACEEDCACDCAAEDBCCBCECCACBAA
1
<1%
-
-
ADADCDDBDDACBBBDBDCCABCEDAC
1
<1%
-
-
ABBCBCDAADEDCCCDBCBCDCACADA
1
<1%
-
-
CBCEADECBDAEACEAEABDCCEEDDD
1
<1%
-
-
DCBEBDDBABDCBAEEDDBBCCCABDB
1
<1%
-
-
BBADEBDADCBCEDBADECCAABEBDB
1
<1%
-
-
DEDBBADAEABACABACBDBACDADED
1
<1%
-
-
EADEBCDCDCDEDCADBDAABDDAEBD
1
<1%
-
-
EEDECDEEBDCEDBADCEDDCCADEAE
1
<1%
-
-
AACEBEDCBCDCBAADBEEBBCDDDDA
1
<1%
-
-
DBBDDBDDDDCBAAADEAAAACCCCCC
1
<1%
-
-
ECCBCBACCECEDAADCDDBBBAACBC
1
<1%
-
-
CECCCDEAEDAABEEBDDDCCCADCDA
1
<1%
-
-
DBEDDCABEDBDCECCEACBECCDEDB
1
<1%
-
-
ADEEDDEAADACECCDEAADCBCACEC
1
<1%
-
-
EACDDDEBCAEDCEABECCBECDBCAD
1
<1%
-
-
ABBEDDEAADECDCDDABABCCCABDC
1
<1%
-
-
ABBADDAAABBCDCEDBAABCBCAEDC
1
<1%
-
-
BEDABCADCACCBBBACDDEADAABAA
1
<1%
-
-
BCBCDCBABCBDCDCAAACDABBEBAC
1
<1%
-
-
EBBAACDCAAACEDEAEDEDDBBADBE
1
<1%
-
-
DBBADCCBBDEDCCCCBCABDCBAEDA
1
<1%
-
-
ABACDBEDECDABECEADBCECDECBD
1
<1%
-
-
EDEEBDDCACCEDEAABCDABACEBDD
1
<1%
-
-
EDCECACACBCBBABDCDDEACDABDB
1
<1%
-
-
ABACBDDADDEBEACDBBBBDCDCAEB
1
<1%
-
-
ECBACCAAEEEEDACCCCCAEDAEDEE
1
<1%
-
-
ABEDBDCABECACCEDBBAADCECCDC
1
<1%
-
-
BCBBEECCBAEACEBCABDAECBDAEC
1
<1%
-
-
BEBEBDCACBCEDAEDBCABAEAACBA
1
<1%
-
-
CABEBDAAADECEBCDBDCEACDAECB
1
<1%
-
-
EECBEDEEBEEEBBBCEDECADEDAAE
1
<1%
-
-
ECEDBBAEDABAEDBEABBDBCDDBBC
1
<1%
-
-
EADBABBCBAEAEDBCDBCEBCEBBAC
1
<1%
-
-
ECADBBADBABAEEBECEEEAABDCCB
1
<1%
-
-
DCEDDCCACDEBBECDCEABEBCBDDA
1
<1%
-
-
AEDEADDCCDDCBBADAADBCDDEEDC
1
<1%
-
-
ABECADDABDEACAEDBABEDCDEADC
1
<1%
-
-
BEEBECDADEEEABBCDADBAAAECAE
1
<1%
-
-
CBEAEBCEDBCCCDBCCEBDCBEAACE
1
<1%
-
-
CCBDBAEBDABAEDEDCEEDAAEACBD
1
<1%
-
-
CBEACBEEEBBCEECEBDCBDCBAEBE
1
<1%
-
-
CAABDEBAEEDDBCEBDACDCDADCEC
1
<1%
-
-
BAECDDDABDEAECEDBBAEDCAABDC
1
<1%
-
-
CACAEBEDCBDADCCEEDDBCBDCABD
1
<1%
-
-
CEDECBCCCDDBEDDBDBDAADECBCE
1
<1%
-
-
ABAEDDBBECEBCCEDDADBDCAACDB
1
<1%
-
-
AAADBBADBABCEDEABABDBEECBCA
1
<1%
-
-
CCDBEAAEBCBDEDBAACDDCEABBDE
1
<1%
-
-
EADEBDDCDBDCCEAAABAABBDDBDA
1
<1%
-
-
ABCABDCAAEECEACCBAA.DCACCEB
1
<1%
-
-
DEEBACCCEAEDBEBEBEDEAEEDCBA
1
<1%
-
-
CDDBBBECAABAEDADCBBDAEECBCD
764
81%
-
-
(Other)
DS_VT_ACE_OCE
MISSING:
---
111
12%
-
-
4
<1%
-
-
000900000000999090000099000
2
<1%
-
-
090090009000190000009919009
2
<1%
-
-
809010090000080080080090811
2
<1%
-
-
809000091000180080080090810
1
<1%
-
-
091190009011191001009909009
1
<1%
-
-
100010111011101800091911109
1
<1%
-
-
180110081101910990001119010
1
<1%
-
-
090190009010191110119919009
1
<1%
-
-
111100101011101811091900119
1
<1%
-
-
800101019110891090080101090
1
<1%
-
-
000900110101999090100099100
1
<1%
-
-
809000191000080080080091800
1
<1%
-
-
010911111111999091010199000
1
<1%
-
-
809001191000180181080090810
1
<1%
-
-
000001100001000100990000119
1
<1%
-
-
090090009010191011109909019
1
<1%
-
-
010000110010000800090911009
1
<1%
-
-
809100090110180180181191810
1
<1%
-
-
191090109011090000009909009
1
<1%
-
-
809011091010081080080190811
1
<1%
-
-
809010191111080180080190810
1
<1%
-
-
809000091010180081180090800
1
<1%
-
-
110901111110999190101199001
1
<1%
-
-
180111080001910990010109110
1
<1%
-
-
111000110010101810090900019
1
<1%
-
-
091191009110091001009919009
1
<1%
-
-
000900010000999190101099001
1
<1%
-
-
810101109111891190181010091
1
<1%
-
-
809000191111181080080190800
1
<1%
-
-
181100080001900990010009110
1
<1%
-
-
000901111110999090000099100
1
<1%
-
-
090190091000001101000019001
1
<1%
-
-
091091009010090001009909009
1
<1%
-
-
190090009000090000009909009
1
<1%
-
-
101000100011111800190901119
1
<1%
-
-
011110110010011800090900009
1
<1%
-
-
101911011111999090111099010
1
<1%
-
-
011001101101100101991111109
1
<1%
-
-
110911110111999191100199000
1
<1%
-
-
810100009110891091081101090
1
<1%
-
-
011901010010999190100199000
1
<1%
-
-
800111009110890090181001090
1
<1%
-
-
191190019001191010119909119
1
<1%
-
-
101101100111101801091910119
1
<1%
-
-
081111181110900991010119000
1
<1%
-
-
111901011100999090100199100
1
<1%
-
-
110911010100999190001199001
1
<1%
-
-
000911010000999191001099100
1
<1%
-
-
819000090000180080180090810
1
<1%
-
-
080110081101900990100009010
1
<1%
-
-
801100009110891091181101090
1
<1%
-
-
110911011001999190101099000
1
<1%
-
-
000110000000000000990011009
1
<1%
-
-
090191009001190000009919019
1
<1%
-
-
800111009110890091081011090
1
<1%
-
-
190190109101090000009909009
1
<1%
-
-
090091009100091001009909009
1
<1%
-
-
819111191110181081180191810
1
<1%
-
-
010010100010000800090901119
763
81%
-
-
(Other)
TP_PRES
MISSING:
---
TOP CATEGORIES
555
824
88%
222
111
12%
556
4
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PRES
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_PRES:
TP_PR_GER
1.00
TP_PR_OB_FG
1.00
TP_PR_DI_FG
1.00
TP_PR_OB_CE
1.00
TP_PR_DI_CE
1.00
TP_SFG_D1
1.00
TP_SFG_D2
1.00
TP_SCE_D1
1.00
TP_SCE_D2
1.00
TP_SCE_D3
1.00
CO_RS_I2
0.98
CO_RS_I4
0.98
CO_RS_I5
0.98
CO_RS_I1
0.98

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PRES
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.60
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.37
NT_FG_D1
0.34
ANO_IN_GRAD
0.27
NT_CE_D2
0.22
ANO_FIM_EM
0.16
NU_IDADE
0.16
CO_CURSO
0.09
TP_PR_GER
MISSING:
---
TOP CATEGORIES
555
822
88%
222
111
12%
556
4
<1%
333
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_GER
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_PR_GER:
TP_PR_OB_FG
1.00
TP_PR_OB_CE
1.00
TP_PR_DI_FG
0.98
TP_SFG_D2
0.97
TP_SFG_D1
0.97
TP_PR_DI_CE
0.97
TP_SCE_D1
0.97
TP_SCE_D2
0.97
TP_SCE_D3
0.97
CO_RS_I2
0.96
CO_RS_I4
0.96
CO_RS_I5
0.96
CO_RS_I1
0.96
CO_RS_I3
0.96

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_GER
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.37
NT_FG_D1
0.34
ANO_IN_GRAD
0.27
NT_CE_D2
0.22
ANO_FIM_EM
0.16
NU_IDADE
0.16
CO_CURSO
0.09
TP_PR_OB_FG
MISSING:
---
TOP CATEGORIES
555
822
88%
222
111
12%
556
4
<1%
333
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_OB_FG
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_PR_OB_FG:
TP_PR_GER
1.00
TP_PR_OB_CE
1.00
TP_PR_DI_FG
0.98
TP_SFG_D2
0.97
TP_SFG_D1
0.97
TP_PR_DI_CE
0.97
TP_SCE_D1
0.97
TP_SCE_D2
0.97
TP_SCE_D3
0.97
CO_RS_I2
0.96
CO_RS_I4
0.96
CO_RS_I5
0.96
CO_RS_I1
0.96
CO_RS_I3
0.96

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_OB_FG
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.37
NT_FG_D1
0.34
ANO_IN_GRAD
0.27
NT_CE_D2
0.22
ANO_FIM_EM
0.16
NU_IDADE
0.16
CO_CURSO
0.09
TP_PR_DI_FG
MISSING:
---
TOP CATEGORIES
555
755
80%
222
111
12%
333
69
7%
556
4
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_DI_FG
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_PR_DI_FG:
TP_SFG_D2
0.90
TP_SFG_D1
0.87
NT_DIS_CE
0.65
TP_PR_DI_CE
0.65
TP_SCE_D1
0.64
NT_OBJ_CE
0.64
TP_SCE_D2
0.64
TP_SCE_D3
0.64
TP_PR_GER
0.62
TP_PR_OB_FG
0.62
TP_PR_OB_CE
0.62
CO_RS_I7
0.61
NT_CE_D3
0.61
TP_PRES
0.61

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_DI_FG
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.80
NT_FG_D1_PT
0.72
NT_FG_D2
0.55
NT_FG_D1
0.45
QE_I16
0.37
ANO_IN_GRAD
0.28
NT_CE_D2
0.26
ANO_FIM_EM
0.16
NU_IDADE
0.16
CO_CURSO
0.09
TP_PR_OB_CE
MISSING:
---
TOP CATEGORIES
555
822
88%
222
111
12%
556
4
<1%
333
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_OB_CE
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_PR_OB_CE:
TP_PR_GER
1.00
TP_PR_OB_FG
1.00
TP_PR_DI_FG
0.98
TP_SFG_D2
0.97
TP_SFG_D1
0.97
TP_PR_DI_CE
0.97
TP_SCE_D1
0.97
TP_SCE_D2
0.97
TP_SCE_D3
0.97
CO_RS_I2
0.96
CO_RS_I4
0.96
CO_RS_I5
0.96
CO_RS_I1
0.96
CO_RS_I3
0.96

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_OB_CE
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.37
NT_FG_D1
0.34
ANO_IN_GRAD
0.27
NT_CE_D2
0.22
ANO_FIM_EM
0.16
NU_IDADE
0.16
CO_CURSO
0.09
TP_PR_DI_CE
MISSING:
---
TOP CATEGORIES
555
678
72%
333
146
16%
222
111
12%
556
4
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_PR_DI_CE
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_PR_DI_CE:
NT_DIS_CE
0.79
TP_SCE_D1
0.76
TP_SCE_D2
0.72
TP_SCE_D3
0.70
NT_CE_D1
0.62
NT_OBJ_CE
0.62
NT_CE_D3
0.62
TP_PR_DI_FG
0.52
CO_RS_I8
0.52
TP_SFG_D2
0.52
TP_SFG_D1
0.51
CO_RS_I2
0.50
CO_RS_I7
0.50
CO_RS_I6
0.50

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_PR_DI_CE
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.63
NT_FG_D1_PT
0.56
NT_FG_D2
0.44
NT_FG_D1
0.37
QE_I16
0.37
NT_CE_D2
0.36
ANO_IN_GRAD
0.34
NU_IDADE
0.19
ANO_FIM_EM
0.19
CO_CURSO
0.10
TP_SFG_D1
MISSING:
---
TOP CATEGORIES
555
698
74%
333
119
13%
222
111
12%
336
5
<1%
556
4
<1%
335
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SFG_D1
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_SFG_D1:
TP_PR_DI_FG
0.70
TP_SFG_D2
0.62
NT_OBJ_CE
0.56
NT_DIS_CE
0.54
TP_SCE_D3
0.52
TP_SCE_D1
0.52
TP_SCE_D2
0.51
TP_PR_DI_CE
0.51
NT_CE_D3
0.50
NT_CE_D1
0.50
CO_RS_I7
0.50
TP_PR_GER
0.49
TP_PR_OB_FG
0.49
TP_PR_OB_CE
0.49

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D1
CORRELATION RATIO WITH...
NT_FG_D1_PT
0.85
NT_FG_D2_PT
0.71
NT_FG_D1
0.53
NT_FG_D2
0.49
QE_I16
0.37
ANO_IN_GRAD
0.28
NT_CE_D2
0.25
ANO_FIM_EM
0.17
NU_IDADE
0.16
CO_CURSO
0.10
TP_SFG_D2
MISSING:
---
TOP CATEGORIES
555
720
77%
222
111
12%
333
100
11%
556
4
<1%
336
2
<1%
335
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SFG_D2
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_SFG_D2:
TP_PR_DI_FG
0.78
TP_SFG_D1
0.67
NT_OBJ_CE
0.58
NT_DIS_CE
0.58
TP_PR_DI_CE
0.56
TP_SCE_D1
0.55
TP_SCE_D3
0.55
TP_SCE_D2
0.55
NT_CE_D3
0.54
CO_RS_I8
0.53
CO_RS_I9
0.53
CO_RS_I5
0.53
TP_PR_GER
0.53
TP_PR_OB_FG
0.53

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D2
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.89
NT_FG_D1_PT
0.68
NT_FG_D2
0.61
NT_FG_D1
0.44
QE_I16
0.37
ANO_IN_GRAD
0.29
NT_CE_D2
0.25
ANO_FIM_EM
0.18
NU_IDADE
0.17
CO_CURSO
0.13
TP_SCE_D1
MISSING:
---
TOP CATEGORIES
555
537
57%
333
260
28%
222
111
12%
336
18
2%
335
9
<1%
556
4
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D1
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D1:
NT_CE_D1
0.63
NT_DIS_CE
0.58
TP_PR_DI_CE
0.57
NT_OBJ_CE
0.56
TP_SCE_D2
0.48
TP_SCE_D3
0.43
NT_CE_D3
0.42
CO_RS_I8
0.39
TP_PR_DI_FG
0.38
TP_SFG_D1
0.38
TP_SFG_D2
0.38
CO_RS_I2
0.38
CO_RS_I6
0.38
CO_RS_I7
0.38

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D1
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_FG_D1_PT
0.57
NT_FG_D2
0.42
NT_CE_D2
0.39
NT_FG_D1
0.39
QE_I16
0.38
ANO_IN_GRAD
0.34
ANO_FIM_EM
0.19
NU_IDADE
0.18
CO_CURSO
0.14
TP_SCE_D2
MISSING:
---
TOP CATEGORIES
555
460
49%
333
259
28%
222
111
12%
666
92
10%
336
11
1%
556
4
<1%
335
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D2
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D2:
NT_DIS_CE
0.59
NT_OBJ_CE
0.53
TP_PR_DI_CE
0.45
NT_CE_D1
0.44
NT_CE_D3
0.42
TP_SCE_D1
0.41
TP_SCE_D3
0.38
CO_RS_I8
0.33
CO_RS_I2
0.32
TP_SFG_D2
0.32
TP_SFG_D1
0.32
TP_PR_DI_FG
0.32
CO_RS_I7
0.32
CO_GRUPO
0.32

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D2
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_CE_D2
0.60
NT_FG_D1_PT
0.56
QE_I16
0.47
NT_FG_D2
0.44
NT_FG_D1
0.38
ANO_IN_GRAD
0.35
CO_CURSO
0.25
ANO_FIM_EM
0.23
NU_IDADE
0.22
TP_SCE_D3
MISSING:
---
TOP CATEGORIES
555
498
53%
333
323
34%
222
111
12%
556
4
<1%
336
2
<1%
335
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
TP_SCE_D3
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON TP_SCE_D3:
NT_CE_D3
0.73
NT_DIS_CE
0.65
TP_PR_DI_CE
0.56
TP_SCE_D2
0.49
NT_OBJ_CE
0.49
TP_SCE_D1
0.46
NT_CE_D1
0.42
TP_SFG_D1
0.42
TP_SFG_D2
0.41
TP_PR_DI_FG
0.41
CO_RS_I8
0.40
CO_RS_I7
0.40
CO_RS_I2
0.40
TP_PR_GER
0.39

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SCE_D3
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_FG_D1_PT
0.57
NT_FG_D2
0.44
NT_FG_D1
0.39
NT_CE_D2
0.38
QE_I16
0.37
ANO_IN_GRAD
0.31
NU_IDADE
0.21
ANO_FIM_EM
0.20
CO_CURSO
0.15
NT_GER
MISSING:
115
(12%)
8
<1%
-
-
39,5
6
<1%
-
-
28,8
6
<1%
-
-
31,3
6
<1%
-
-
45,7
5
<1%
-
-
30,1
5
<1%
-
-
43
5
<1%
-
-
52,9
5
<1%
-
-
30,9
5
<1%
-
-
36,2
5
<1%
-
-
37,7
5
<1%
-
-
26,2
5
<1%
-
-
57,9
5
<1%
-
-
25,9
5
<1%
-
-
36,3
5
<1%
-
-
23,2
4
<1%
-
-
21,6
4
<1%
-
-
56,4
4
<1%
-
-
45,4
4
<1%
-
-
36,4
4
<1%
-
-
38,2
4
<1%
-
-
45,5
4
<1%
-
-
43,9
4
<1%
-
-
33,5
4
<1%
-
-
40,4
4
<1%
-
-
32,1
4
<1%
-
-
48,8
4
<1%
-
-
45,6
4
<1%
-
-
41,8
4
<1%
-
-
35
4
<1%
-
-
34,8
4
<1%
-
-
35,2
4
<1%
-
-
34,5
4
<1%
-
-
42,8
4
<1%
-
-
38,8
4
<1%
-
-
40,3
4
<1%
-
-
41,9
4
<1%
-
-
49,7
4
<1%
-
-
26,6
4
<1%
-
-
52,4
4
<1%
-
-
34
4
<1%
-
-
39,9
4
<1%
-
-
37,2
4
<1%
-
-
58,8
4
<1%
-
-
20,9
3
<1%
-
-
55,8
3
<1%
-
-
36,9
3
<1%
-
-
37,3
3
<1%
-
-
48,9
3
<1%
-
-
32,6
3
<1%
-
-
47
3
<1%
-
-
24,2
3
<1%
-
-
42
3
<1%
-
-
58,3
3
<1%
-
-
57,7
3
<1%
-
-
42,3
3
<1%
-
-
42,1
3
<1%
-
-
44,7
3
<1%
-
-
54,7
3
<1%
-
-
51,1
3
<1%
-
-
30,3
579
70%
-
-
(Other)
NT_FG
MISSING:
115
(12%)
18
2%
-
-
34,3
17
2%
-
-
42,8
14
2%
-
-
51,4
12
1%
-
-
25,7
8
<1%
-
-
48,1
8
<1%
-
-
62,6
7
<1%
-
-
56,6
7
<1%
-
-
67,4
7
<1%
-
-
60,2
6
<1%
-
-
39,3
6
<1%
-
-
54,2
6
<1%
-
-
54,8
5
<1%
-
-
64,6
5
<1%
-
-
47,1
5
<1%
-
-
44,5
5
<1%
-
-
60
5
<1%
-
-
42,3
5
<1%
-
-
38,1
5
<1%
-
-
38,7
5
<1%
-
-
59,4
5
<1%
-
-
61,2
5
<1%
-
-
43,1
5
<1%
-
-
54,4
5
<1%
-
-
41,5
5
<1%
-
-
40,5
4
<1%
-
-
61,4
4
<1%
-
-
31,5
4
<1%
-
-
39,7
4
<1%
-
-
58,2
4
<1%
-
-
73,4
4
<1%
-
-
41,3
4
<1%
-
-
41,9
4
<1%
-
-
56,8
4
<1%
-
-
43,3
4
<1%
-
-
38,5
4
<1%
-
-
68
4
<1%
-
-
29,5
4
<1%
-
-
48,7
4
<1%
-
-
63,8
4
<1%
-
-
67,8
4
<1%
-
-
49,8
4
<1%
-
-
46,7
4
<1%
-
-
37,5
4
<1%
-
-
49,9
4
<1%
-
-
63,6
4
<1%
-
-
57,8
4
<1%
-
-
57,2
4
<1%
-
-
22,8
4
<1%
-
-
38,9
4
<1%
-
-
62,2
4
<1%
-
-
56,2
4
<1%
-
-
54,9
4
<1%
-
-
47,9
4
<1%
-
-
59,8
4
<1%
-
-
53,9
4
<1%
-
-
52,2
3
<1%
-
-
50,6
3
<1%
-
-
24,8
3
<1%
-
-
49
3
<1%
-
-
31,1
507
62%
-
-
(Other)
NT_OBJ_FG
MISSING:
115
(12%)
TOP CATEGORIES
71,4
223
27%
57,1
214
26%
85,7
134
16%
42,9
126
15%
28,6
55
7%
100
39
5%
14,3
28
3%
0
5
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_OBJ_FG
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_OBJ_FG:
NT_OBJ_CE
0.32
NT_DIS_CE
0.29
NT_CE_D3
0.24
NT_CE_D1
0.22
CO_RS_I1
0.21
CO_RS_I4
0.21
CO_RS_I6
0.21
CO_RS_I7
0.21
CO_RS_I3
0.21
CO_RS_I2
0.20
CO_RS_I8
0.20
TP_SFG_D2
0.20
CO_RS_I5
0.20
TP_PR_GER
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_FG
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_FG_D1_PT
0.56
NT_FG_D2
0.45
QE_I16
0.37
NT_FG_D1
0.36
ANO_IN_GRAD
0.28
NT_CE_D2
0.24
NU_IDADE
0.20
ANO_FIM_EM
0.19
CO_CURSO
0.16
NT_DIS_FG
MISSING:
115
(12%)
70
8%
-
-
0
17
2%
-
-
13,5
14
2%
-
-
34,5
13
2%
-
-
34
13
2%
-
-
32
13
2%
-
-
41,5
11
1%
-
-
15,5
11
1%
-
-
43,5
11
1%
-
-
9,5
10
1%
-
-
14,5
10
1%
-
-
11
10
1%
-
-
20
10
1%
-
-
44,5
10
1%
-
-
25,5
9
1%
-
-
23,5
9
1%
-
-
22
9
1%
-
-
33
9
1%
-
-
16
9
1%
-
-
19,5
9
1%
-
-
29
9
1%
-
-
42,5
9
1%
-
-
30
9
1%
-
-
19
8
<1%
-
-
12
8
<1%
-
-
17
8
<1%
-
-
13
8
<1%
-
-
35,5
8
<1%
-
-
49,5
8
<1%
-
-
39,5
8
<1%
-
-
39
8
<1%
-
-
8
8
<1%
-
-
22,5
8
<1%
-
-
12,5
8
<1%
-
-
7
8
<1%
-
-
49
7
<1%
-
-
31
7
<1%
-
-
24,5
7
<1%
-
-
17,5
7
<1%
-
-
41
7
<1%
-
-
33,5
7
<1%
-
-
36
7
<1%
-
-
51,5
7
<1%
-
-
46,5
7
<1%
-
-
45
7
<1%
-
-
8,5
7
<1%
-
-
46
7
<1%
-
-
10
7
<1%
-
-
30,5
6
<1%
-
-
26,5
6
<1%
-
-
10,5
6
<1%
-
-
36,5
6
<1%
-
-
61,5
6
<1%
-
-
37
6
<1%
-
-
48,5
6
<1%
-
-
11,5
6
<1%
-
-
32,5
6
<1%
-
-
4,5
6
<1%
-
-
38
6
<1%
-
-
26
6
<1%
-
-
50,5
261
32%
-
-
(Other)
NT_FG_D1
MISSING:
115
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D1_PT
0.48
NT_FG_D2_PT
0.30
NT_FG_D2
0.25
NT_CE_D2
0.18
ANO_IN_GRAD
0.07
CO_CURSO
0.06
ANO_FIM_EM
0.05
QE_I16
-0.05
NU_IDADE
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D1_CT
0.98
TP_SFG_D1
0.53
NT_OBJ_CE
0.48
NT_DIS_CE
0.46
TP_PR_DI_FG
0.45
TP_SFG_D2
0.44
NT_CE_D3
0.40
NT_CE_D1
0.40
TP_SCE_D1
0.39
TP_SCE_D3
0.39
TP_SCE_D2
0.38
TP_PR_DI_CE
0.37
CO_RS_I6
0.37
CO_RS_I8
0.36
MOST FREQUENT VALUES
0.0
127
15.4%
15.0
64
7.8%
14.0
37
4.5%
13.0
34
4.1%
8.0
32
3.9%
11.0
29
3.5%
6.0
25
3.0%
12.0
24
2.9%
16.0
21
2.5%
10.0
20
2.4%
51.0
16
1.9%
9.0
15
1.8%
31.0
15
1.8%
86.0
14
1.7%
26.0
13
1.6%
SMALLEST VALUES
0.0
127
15.4%
1.0
1
0.1%
3.0
1
0.1%
4.0
3
0.4%
5.0
13
1.6%
6.0
25
3.0%
7.0
10
1.2%
8.0
32
3.9%
9.0
15
1.8%
10.0
20
2.4%
11.0
29
3.5%
12.0
24
2.9%
13.0
34
4.1%
14.0
37
4.5%
15.0
64
7.8%
LARGEST VALUES
99.0
1
0.1%
95.0
1
0.1%
93.0
2
0.2%
92.0
1
0.1%
91.0
4
0.5%
90.0
3
0.4%
89.0
5
0.6%
88.0
11
1.3%
87.0
8
1.0%
86.0
14
1.7%
85.0
8
1.0%
84.0
5
0.6%
83.0
4
0.5%
82.0
1
0.1%
81.0
5
0.6%
NT_FG_D1_PT
MISSING:
111
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2_PT
0.48
NT_FG_D1
0.48
NT_FG_D2
0.35
NT_CE_D2
0.10
QE_I16
-0.04
CO_CURSO
0.04
ANO_IN_GRAD
0.04
ANO_FIM_EM
0.02
NU_IDADE
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D1
0.85
TP_PR_DI_FG
0.72
TP_SFG_D2
0.68
NT_OBJ_CE
0.61
NT_DIS_CE
0.60
NT_CE_D1
0.57
TP_SCE_D1
0.57
CO_RS_I7
0.57
TP_SCE_D3
0.57
CO_RS_I9
0.56
TP_PR_DI_CE
0.56
NT_CE_D3
0.56
TP_SCE_D2
0.56
NT_OBJ_FG
0.56
MOST FREQUENT VALUES
0.0
127
15.3%
75.0
118
14.3%
70.0
71
8.6%
65.0
69
8.3%
80.0
62
7.5%
55.0
58
7.0%
40.0
55
6.6%
45.0
49
5.9%
30.0
48
5.8%
50.0
48
5.8%
60.0
45
5.4%
35.0
19
2.3%
25.0
17
2.1%
85.0
16
1.9%
90.0
15
1.8%
SMALLEST VALUES
0.0
127
15.3%
5.0
2
0.2%
15.0
2
0.2%
20.0
3
0.4%
25.0
17
2.1%
30.0
48
5.8%
35.0
19
2.3%
40.0
55
6.6%
45.0
49
5.9%
50.0
48
5.8%
55.0
58
7.0%
60.0
45
5.4%
65.0
69
8.3%
70.0
71
8.6%
75.0
118
14.3%
LARGEST VALUES
95.0
4
0.5%
90.0
15
1.8%
85.0
16
1.9%
80.0
62
7.5%
75.0
118
14.3%
70.0
71
8.6%
65.0
69
8.3%
60.0
45
5.4%
55.0
58
7.0%
50.0
48
5.8%
45.0
49
5.9%
40.0
55
6.6%
35.0
19
2.3%
30.0
48
5.8%
25.0
17
2.1%
NT_FG_D1_CT
MISSING:
111
(12%)
TOP CATEGORIES
0.0
475
57%
20.0
106
13%
45.0
82
10%
90.0
58
7%
65.0
42
5%
40.0
33
4%
95.0
12
1%
50.0
10
1%
100.0
8
<1%
70.0
2
<1%
ALL
828
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_FG_D1_CT
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_FG_D1_CT:
NT_OBJ_CE
0.24
NT_DIS_CE
0.21
NT_CE_D3
0.12
TP_SFG_D1
0.11
NT_CE_D1
0.11
NT_OBJ_FG
0.08
TP_PR_DI_FG
0.08
CO_GRUPO
0.07
DS_VT_GAB_OCE_ORIG
0.07
DS_VT_GAB_OCE_FIN
0.07
TP_SFG_D2
0.07
CO_RS_I9
0.07
CO_RS_I8
0.07
CO_RS_I6
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D1_CT
CORRELATION RATIO WITH...
NT_FG_D1
0.98
NT_FG_D1_PT
0.42
NT_FG_D2_PT
0.35
NT_FG_D2
0.31
NT_CE_D2
0.25
ANO_IN_GRAD
0.14
QE_I16
0.13
CO_CURSO
0.12
ANO_FIM_EM
0.11
NU_IDADE
0.09
NT_FG_D2
MISSING:
115
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2_PT
0.58
NT_FG_D1_PT
0.35
NT_FG_D1
0.25
NU_IDADE
-0.18
ANO_FIM_EM
0.17
ANO_IN_GRAD
0.16
NT_CE_D2
0.14
CO_CURSO
0.10
QE_I16
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D2_CT
0.98
TP_SFG_D2
0.61
TP_PR_DI_FG
0.55
NT_OBJ_CE
0.54
NT_DIS_CE
0.50
TP_SFG_D1
0.49
NT_CE_D3
0.48
NT_OBJ_FG
0.45
NT_CE_D1
0.45
TP_SCE_D3
0.44
TP_PR_DI_CE
0.44
TP_SCE_D2
0.44
CO_RS_I5
0.43
CO_RS_I9
0.43
MOST FREQUENT VALUES
0.0
104
12.6%
54.0
48
5.8%
11.0
44
5.3%
74.0
36
4.4%
9.0
36
4.4%
34.0
34
4.1%
16.0
34
4.1%
14.0
33
4.0%
56.0
33
4.0%
52.0
31
3.8%
51.0
30
3.6%
12.0
28
3.4%
32.0
25
3.0%
31.0
24
2.9%
36.0
23
2.8%
SMALLEST VALUES
0.0
104
12.6%
2.0
5
0.6%
4.0
6
0.7%
5.0
1
0.1%
6.0
2
0.2%
7.0
21
2.5%
8.0
2
0.2%
9.0
36
4.4%
10.0
8
1.0%
11.0
44
5.3%
12.0
28
3.4%
13.0
23
2.8%
14.0
33
4.0%
15.0
3
0.4%
16.0
34
4.1%
LARGEST VALUES
98.0
1
0.1%
96.0
1
0.1%
94.0
2
0.2%
93.0
1
0.1%
92.0
1
0.1%
91.0
1
0.1%
89.0
1
0.1%
78.0
5
0.6%
76.0
20
2.4%
74.0
36
4.4%
73.0
4
0.5%
72.0
16
1.9%
71.0
11
1.3%
70.0
4
0.5%
69.0
6
0.7%
NT_FG_D2_PT
MISSING:
111
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_FG_D2
0.58
NT_FG_D1_PT
0.48
NT_FG_D1
0.30
ANO_FIM_EM
0.15
NU_IDADE
-0.15
ANO_IN_GRAD
0.14
NT_CE_D2
0.12
QE_I16
-0.02
CO_CURSO
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
TP_SFG_D2
0.89
TP_PR_DI_FG
0.80
TP_SFG_D1
0.71
NT_DIS_CE
0.65
NT_OBJ_CE
0.65
TP_PR_DI_CE
0.63
NT_CE_D3
0.62
TP_SCE_D3
0.62
NT_CE_D1
0.62
NT_OBJ_FG
0.62
TP_SCE_D1
0.62
TP_SCE_D2
0.62
CO_RS_I8
0.62
CO_RS_I7
0.61
MOST FREQUENT VALUES
70.0
153
18.5%
80.0
112
13.5%
55.0
110
13.3%
0.0
106
12.8%
60.0
102
12.3%
45.0
67
8.1%
65.0
50
6.0%
35.0
44
5.3%
90.0
37
4.5%
50.0
23
2.8%
20.0
8
1.0%
75.0
5
0.6%
10.0
5
0.6%
30.0
3
0.4%
40.0
2
0.2%
SMALLEST VALUES
0.0
106
12.8%
10.0
5
0.6%
20.0
8
1.0%
25.0
1
0.1%
30.0
3
0.4%
35.0
44
5.3%
40.0
2
0.2%
45.0
67
8.1%
50.0
23
2.8%
55.0
110
13.3%
60.0
102
12.3%
65.0
50
6.0%
70.0
153
18.5%
75.0
5
0.6%
80.0
112
13.5%
LARGEST VALUES
90.0
37
4.5%
80.0
112
13.5%
75.0
5
0.6%
70.0
153
18.5%
65.0
50
6.0%
60.0
102
12.3%
55.0
110
13.3%
50.0
23
2.8%
45.0
67
8.1%
40.0
2
0.2%
35.0
44
5.3%
30.0
3
0.4%
25.0
1
0.1%
20.0
8
1.0%
10.0
5
0.6%
NT_FG_D2_CT
MISSING:
111
(12%)
TOP CATEGORIES
0.0
359
43%
50.0
195
24%
25.0
159
19%
75.0
107
13%
100.0
8
<1%
ALL
828
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_FG_D2_CT
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_FG_D2_CT:
NT_OBJ_CE
0.20
NT_DIS_CE
0.17
TP_SFG_D2
0.16
TP_PR_DI_FG
0.13
NT_CE_D3
0.13
NT_CE_D1
0.11
TP_SFG_D1
0.10
NT_OBJ_FG
0.09
TP_SCE_D2
0.09
TP_SCE_D3
0.09
CO_RS_I9
0.09
TP_PR_DI_CE
0.08
CO_RS_I8
0.08
CO_RS_I4
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_FG_D2_CT
CORRELATION RATIO WITH...
NT_FG_D2
0.98
NT_FG_D2_PT
0.58
NT_FG_D1_PT
0.42
NT_FG_D1
0.31
ANO_IN_GRAD
0.24
NU_IDADE
0.22
NT_CE_D2
0.22
ANO_FIM_EM
0.21
CO_CURSO
0.14
QE_I16
0.12
NT_CE
MISSING:
115
(12%)
28
3%
-
-
22,4
23
3%
-
-
13,4
23
3%
-
-
31,3
23
3%
-
-
17,9
20
2%
-
-
26,9
15
2%
-
-
35,8
12
1%
-
-
40,3
11
1%
-
-
27,4
9
1%
-
-
8,9
8
<1%
-
-
28,3
8
<1%
-
-
42,5
7
<1%
-
-
44,7
7
<1%
-
-
39,3
7
<1%
-
-
34,8
6
<1%
-
-
30,8
6
<1%
-
-
20,2
6
<1%
-
-
35
5
<1%
-
-
46
5
<1%
-
-
52,5
5
<1%
-
-
30,4
5
<1%
-
-
43
5
<1%
-
-
34
5
<1%
-
-
25,9
5
<1%
-
-
29,3
5
<1%
-
-
54,7
5
<1%
-
-
21,4
5
<1%
-
-
25,5
5
<1%
-
-
51
5
<1%
-
-
38,3
5
<1%
-
-
37,8
5
<1%
-
-
33,8
4
<1%
-
-
31,6
4
<1%
-
-
47,5
4
<1%
-
-
18,9
4
<1%
-
-
23,1
4
<1%
-
-
43,8
4
<1%
-
-
17
4
<1%
-
-
39
4
<1%
-
-
21,3
4
<1%
-
-
45,3
4
<1%
-
-
56
4
<1%
-
-
57,8
4
<1%
-
-
20,8
4
<1%
-
-
40,8
4
<1%
-
-
58
4
<1%
-
-
35,5
4
<1%
-
-
13,9
3
<1%
-
-
41,7
3
<1%
-
-
16,9
3
<1%
-
-
41
3
<1%
-
-
39,2
3
<1%
-
-
47,4
3
<1%
-
-
42
3
<1%
-
-
56,5
3
<1%
-
-
31,9
3
<1%
-
-
44
3
<1%
-
-
36,5
3
<1%
-
-
25,8
3
<1%
-
-
45,5
3
<1%
-
-
36,3
432
52%
-
-
(Other)
NT_OBJ_CE
MISSING:
115
(12%)
TOP CATEGORIES
26,3
50
6%
36,8
45
5%
21,1
37
4%
50
33
4%
40
33
4%
31,6
33
4%
15,8
32
4%
42,1
28
3%
47,4
26
3%
55
26
3%
65
26
3%
45
23
3%
52,2
22
3%
35
20
2%
60
20
2%
30
20
2%
47,8
19
2%
(Other)
331
40%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_OBJ_CE
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_OBJ_CE:
NT_DIS_CE
0.40
CO_GRUPO
0.34
DS_VT_GAB_OCE_ORIG
0.34
DS_VT_GAB_OCE_FIN
0.34
NT_CE_D1
0.27
NT_CE_D3
0.26
NU_ITEM_OCE_Z
0.21
NU_ITEM_OCE_X
0.19
TP_SCE_D2
0.18
NT_OBJ_FG
0.17
TP_SCE_D1
0.16
CO_RS_I8
0.15
CO_RS_I7
0.15
CO_RS_I3
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_OBJ_CE
CORRELATION RATIO WITH...
CO_CURSO
0.70
NT_CE_D2
0.67
NT_FG_D2_PT
0.65
NT_FG_D1_PT
0.61
NT_FG_D2
0.54
NT_FG_D1
0.48
QE_I16
0.46
ANO_IN_GRAD
0.45
NU_IDADE
0.39
ANO_FIM_EM
0.35
NT_DIS_CE
MISSING:
115
(12%)
TOP CATEGORIES
0
221
27%
23,3
48
6%
33,3
43
5%
6,7
36
4%
16,7
33
4%
20
29
4%
3,3
25
3%
36,7
22
3%
30
22
3%
10
21
3%
25
21
3%
43,3
19
2%
40
19
2%
50
19
2%
53,3
16
2%
66,7
16
2%
60
15
2%
(Other)
199
24%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_DIS_CE
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_DIS_CE:
NT_OBJ_CE
0.46
NT_CE_D3
0.41
NT_CE_D1
0.40
TP_SCE_D2
0.24
TP_SCE_D3
0.20
TP_PR_DI_CE
0.20
TP_SCE_D1
0.20
CO_GRUPO
0.20
DS_VT_GAB_OCE_ORIG
0.20
DS_VT_GAB_OCE_FIN
0.20
NT_OBJ_FG
0.17
CO_RS_I7
0.17
CO_RS_I8
0.16
CO_RS_I6
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_DIS_CE
CORRELATION RATIO WITH...
NT_CE_D2
0.79
NT_FG_D2_PT
0.65
NT_FG_D1_PT
0.60
NT_FG_D2
0.50
NT_FG_D1
0.46
CO_CURSO
0.43
ANO_IN_GRAD
0.40
QE_I16
0.38
NU_IDADE
0.30
ANO_FIM_EM
0.29
NT_CE_D1
MISSING:
115
(12%)
TOP CATEGORIES
0
409
50%
50
78
9%
20
66
8%
30
44
5%
60
40
5%
100
33
4%
10
31
4%
25
30
4%
40
28
3%
75
16
2%
65
15
2%
80
11
1%
55
8
<1%
90
6
<1%
15
4
<1%
45
3
<1%
70
2
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_CE_D1
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_CE_D1:
NT_DIS_CE
0.63
NT_OBJ_CE
0.49
TP_SCE_D1
0.33
NT_CE_D3
0.29
TP_SCE_D2
0.28
CO_GRUPO
0.27
DS_VT_GAB_OCE_ORIG
0.27
DS_VT_GAB_OCE_FIN
0.27
TP_PR_DI_CE
0.24
CO_RS_I8
0.21
NT_OBJ_FG
0.21
CO_RS_I2
0.21
TP_SCE_D3
0.20
CO_RS_I6
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_CE_D1
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_FG_D1_PT
0.57
NT_CE_D2
0.47
NT_FG_D2
0.45
NT_FG_D1
0.40
QE_I16
0.38
CO_CURSO
0.37
ANO_IN_GRAD
0.34
NU_IDADE
0.23
ANO_FIM_EM
0.23
NT_CE_D2
MISSING:
115
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CO_CURSO
0.34
NT_FG_D1
0.18
ANO_IN_GRAD
0.18
NT_FG_D2
0.14
NT_FG_D2_PT
0.12
NT_FG_D1_PT
0.10
NU_IDADE
-0.10
QE_I16
-0.05
ANO_FIM_EM
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_DIS_CE
0.79
NT_OBJ_CE
0.67
CO_GRUPO
0.61
DS_VT_GAB_OCE_ORIG
0.61
DS_VT_GAB_OCE_FIN
0.61
TP_SCE_D2
0.60
NU_ITEM_OCE_Z
0.49
NT_CE_D3
0.49
NT_CE_D1
0.47
TP_SCE_D1
0.39
TP_SCE_D3
0.38
TP_PR_DI_CE
0.36
CO_MUNIC_CURSO
0.33
CO_RS_I7
0.31
MOST FREQUENT VALUES
0.0
523
63.5%
30.0
60
7.3%
50.0
47
5.7%
65.0
42
5.1%
100.0
42
5.1%
20.0
29
3.5%
40.0
27
3.3%
60.0
20
2.4%
10.0
14
1.7%
70.0
7
0.8%
90.0
7
0.8%
80.0
4
0.5%
75.0
1
0.1%
45.0
1
0.1%
SMALLEST VALUES
0.0
523
63.5%
10.0
14
1.7%
20.0
29
3.5%
30.0
60
7.3%
40.0
27
3.3%
45.0
1
0.1%
50.0
47
5.7%
60.0
20
2.4%
65.0
42
5.1%
70.0
7
0.8%
75.0
1
0.1%
80.0
4
0.5%
90.0
7
0.8%
100.0
42
5.1%
LARGEST VALUES
100.0
42
5.1%
90.0
7
0.8%
80.0
4
0.5%
75.0
1
0.1%
70.0
7
0.8%
65.0
42
5.1%
60.0
20
2.4%
50.0
47
5.7%
45.0
1
0.1%
40.0
27
3.3%
30.0
60
7.3%
20.0
29
3.5%
10.0
14
1.7%
0.0
523
63.5%
NT_CE_D3
MISSING:
115
(12%)
TOP CATEGORIES
0
416
50%
100
100
12%
50
75
9%
70
50
6%
30
29
4%
10
27
3%
20
19
2%
60
18
2%
80
17
2%
40
14
2%
35
11
1%
25
9
1%
5
8
<1%
75
7
<1%
15
6
<1%
55
5
<1%
45
5
<1%
(Other)
8
<1%
ALL
824
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
NT_CE_D3
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON NT_CE_D3:
NT_DIS_CE
0.64
NT_OBJ_CE
0.47
TP_SCE_D3
0.36
NT_CE_D1
0.29
TP_SCE_D2
0.26
TP_PR_DI_CE
0.24
CO_GRUPO
0.24
DS_VT_GAB_OCE_ORIG
0.24
DS_VT_GAB_OCE_FIN
0.24
NT_OBJ_FG
0.22
TP_SCE_D1
0.22
CO_RS_I7
0.22
CO_RS_I8
0.21
CO_RS_I6
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
NT_CE_D3
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_FG_D1_PT
0.56
NT_CE_D2
0.49
NT_FG_D2
0.48
NT_FG_D1
0.40
CO_CURSO
0.39
QE_I16
0.37
ANO_IN_GRAD
0.33
NU_IDADE
0.25
ANO_FIM_EM
0.23
CO_RS_I1
MISSING:
---
TOP CATEGORIES
C
544
58%
D
135
14%
B
113
12%
111
12%
.
15
2%
A
12
1%
E
9
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I1
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I1:
NT_OBJ_CE
0.40
CO_RS_I2
0.38
CO_RS_I4
0.37
NT_DIS_CE
0.37
CO_RS_I5
0.37
CO_RS_I6
0.36
CO_RS_I3
0.35
CO_RS_I7
0.35
CO_RS_I8
0.34
CO_RS_I9
0.34
NT_OBJ_FG
0.32
NT_CE_D3
0.32
NT_CE_D1
0.31
TP_PR_GER
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I1
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.60
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.39
NT_FG_D1
0.36
ANO_IN_GRAD
0.28
NT_CE_D2
0.23
ANO_FIM_EM
0.20
NU_IDADE
0.19
CO_CURSO
0.10
CO_RS_I2
MISSING:
---
TOP CATEGORIES
C
414
44%
D
331
35%
111
12%
E
43
5%
B
23
2%
.
14
1%
A
3
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I2
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I2:
NT_OBJ_CE
0.43
NT_DIS_CE
0.39
CO_RS_I1
0.38
CO_RS_I5
0.37
CO_RS_I8
0.36
CO_RS_I6
0.36
CO_RS_I7
0.36
CO_RS_I3
0.35
CO_RS_I4
0.34
CO_RS_I9
0.34
NT_CE_D1
0.33
TP_SCE_D2
0.32
NT_CE_D3
0.32
TP_SCE_D1
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I2
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.60
NT_FG_D1_PT
0.55
NT_FG_D2
0.41
QE_I16
0.39
NT_FG_D1
0.35
ANO_IN_GRAD
0.29
NT_CE_D2
0.29
NU_IDADE
0.18
ANO_FIM_EM
0.18
CO_CURSO
0.10
CO_RS_I3
MISSING:
---
TOP CATEGORIES
C
502
53%
B
130
14%
111
12%
D
103
11%
A
54
6%
E
24
3%
.
15
2%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I3
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I3:
NT_OBJ_CE
0.39
CO_RS_I9
0.35
NT_DIS_CE
0.34
CO_RS_I6
0.32
CO_RS_I5
0.32
CO_RS_I4
0.32
CO_RS_I2
0.32
CO_RS_I7
0.31
CO_RS_I1
0.31
CO_RS_I8
0.31
NT_CE_D1
0.29
NT_CE_D3
0.29
NT_OBJ_FG
0.28
TP_SCE_D2
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I3
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.60
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.39
NT_FG_D1
0.35
ANO_IN_GRAD
0.28
NT_CE_D2
0.25
ANO_FIM_EM
0.18
NU_IDADE
0.16
CO_CURSO
0.12
CO_RS_I4
MISSING:
---
TOP CATEGORIES
B
422
45%
A
181
19%
C
116
12%
111
12%
D
90
10%
.
14
1%
E
5
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I4
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I4:
CO_RS_I5
0.39
NT_OBJ_CE
0.35
NT_DIS_CE
0.32
CO_RS_I6
0.32
CO_RS_I1
0.31
CO_RS_I7
0.30
CO_RS_I3
0.30
CO_RS_I8
0.30
CO_RS_I2
0.30
CO_RS_I9
0.29
NT_CE_D3
0.27
NT_CE_D1
0.27
NT_OBJ_FG
0.26
TP_SFG_D2
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I4
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.55
NT_FG_D2
0.42
QE_I16
0.39
NT_FG_D1
0.35
ANO_IN_GRAD
0.29
NT_CE_D2
0.23
ANO_FIM_EM
0.17
NU_IDADE
0.17
CO_CURSO
0.11
CO_RS_I5
MISSING:
---
TOP CATEGORIES
B
470
50%
A
188
20%
111
12%
C
110
12%
D
41
4%
.
14
1%
E
5
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I5
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I5:
CO_RS_I4
0.42
NT_OBJ_CE
0.38
CO_RS_I6
0.36
CO_RS_I2
0.34
NT_DIS_CE
0.33
CO_RS_I1
0.33
CO_RS_I3
0.32
CO_RS_I7
0.32
CO_RS_I8
0.32
CO_RS_I9
0.31
NT_CE_D3
0.29
NT_CE_D1
0.29
TP_PR_DI_CE
0.28
TP_SCE_D1
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I5
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.60
NT_FG_D1_PT
0.55
NT_FG_D2
0.43
QE_I16
0.39
NT_FG_D1
0.35
ANO_IN_GRAD
0.28
NT_CE_D2
0.24
ANO_FIM_EM
0.19
NU_IDADE
0.17
CO_CURSO
0.15
CO_RS_I6
MISSING:
---
TOP CATEGORIES
C
406
43%
B
220
23%
D
139
15%
111
12%
A
39
4%
.
15
2%
E
7
<1%
*
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I6
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I6:
NT_OBJ_CE
0.36
NT_DIS_CE
0.34
CO_RS_I5
0.34
CO_RS_I4
0.32
CO_RS_I2
0.32
CO_RS_I7
0.31
CO_RS_I1
0.31
CO_RS_I8
0.31
CO_RS_I3
0.31
CO_RS_I9
0.30
NT_CE_D1
0.28
NT_CE_D3
0.28
TP_SCE_D1
0.27
TP_PR_DI_CE
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I6
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.56
QE_I16
0.42
NT_FG_D2
0.42
NT_FG_D1
0.37
ANO_IN_GRAD
0.29
NT_CE_D2
0.26
ANO_FIM_EM
0.18
NU_IDADE
0.17
CO_CURSO
0.09
CO_RS_I7
MISSING:
---
TOP CATEGORIES
B
354
38%
D
173
18%
A
172
18%
111
12%
E
60
6%
C
48
5%
.
17
2%
*
4
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I7
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I7:
NT_OBJ_CE
0.33
NT_DIS_CE
0.32
CO_RS_I8
0.28
CO_RS_I6
0.28
CO_RS_I2
0.28
CO_RS_I4
0.27
CO_RS_I5
0.27
CO_RS_I9
0.27
CO_RS_I3
0.27
CO_RS_I1
0.27
NT_CE_D3
0.26
NT_CE_D1
0.25
TP_SCE_D2
0.24
TP_SCE_D1
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I7
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.57
QE_I16
0.42
NT_FG_D2
0.42
NT_FG_D1
0.36
NT_CE_D2
0.31
ANO_IN_GRAD
0.28
CO_CURSO
0.19
NU_IDADE
0.19
ANO_FIM_EM
0.19
CO_RS_I8
MISSING:
---
TOP CATEGORIES
D
473
50%
C
209
22%
111
12%
B
84
9%
E
25
3%
A
20
2%
.
17
2%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I8
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I8:
NT_OBJ_CE
0.40
NT_DIS_CE
0.37
CO_RS_I7
0.34
CO_RS_I2
0.34
CO_RS_I6
0.33
CO_RS_I4
0.32
CO_RS_I5
0.32
CO_RS_I3
0.31
CO_RS_I1
0.31
CO_RS_I9
0.31
NT_CE_D1
0.30
NT_CE_D3
0.30
TP_SCE_D1
0.30
TP_SCE_D2
0.30

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I8
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.62
NT_FG_D1_PT
0.55
QE_I16
0.42
NT_FG_D2
0.42
NT_FG_D1
0.36
ANO_IN_GRAD
0.31
NT_CE_D2
0.30
ANO_FIM_EM
0.21
NU_IDADE
0.20
CO_CURSO
0.14
CO_RS_I9
MISSING:
---
TOP CATEGORIES
D
395
42%
C
219
23%
111
12%
E
96
10%
B
86
9%
.
26
3%
A
5
<1%
*
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CO_RS_I9
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON CO_RS_I9:
NT_OBJ_CE
0.35
CO_RS_I3
0.33
NT_DIS_CE
0.32
CO_RS_I6
0.29
CO_RS_I7
0.29
CO_RS_I5
0.29
CO_RS_I2
0.29
CO_RS_I8
0.28
CO_RS_I4
0.28
CO_RS_I1
0.28
NT_CE_D3
0.27
NT_CE_D1
0.26
TP_SFG_D2
0.26
TP_SFG_D1
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CO_RS_I9
CORRELATION RATIO WITH...
NT_FG_D2_PT
0.61
NT_FG_D1_PT
0.56
NT_FG_D2
0.43
QE_I16
0.40
NT_FG_D1
0.36
ANO_IN_GRAD
0.29
NT_CE_D2
0.24
NU_IDADE
0.20
ANO_FIM_EM
0.17
CO_CURSO
0.15
QE_I01
MISSING:
---
TOP CATEGORIES
A
781
83%
B
56
6%
55
6%
E
40
4%
C
4
<1%
D
3
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I01
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I01:
QE_I06
0.61
QE_I09
0.42
QE_I10
0.39
QE_I13
0.39
QE_I20
0.38
QE_I07
0.38
QE_I24
0.37
QE_I19
0.37
QE_I34
0.37
QE_I17
0.37
QE_I08
0.37
QE_I52
0.36
QE_I59
0.36
QE_I05
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I01
CORRELATION RATIO WITH...
QE_I16
0.54
NU_IDADE
0.51
ANO_FIM_EM
0.47
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.37
NT_FG_D2
0.29
NT_FG_D1
0.23
NT_CE_D2
0.16
CO_CURSO
0.14
QE_I02
MISSING:
---
TOP CATEGORIES
D
481
51%
A
230
24%
B
129
14%
55
6%
F
26
3%
C
15
2%
E
3
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I02
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I02:
QE_I15
0.22
NT_OBJ_CE
0.21
QE_I08
0.21
QE_I17
0.20
QE_I20
0.20
QE_I04
0.19
QE_I05
0.19
NT_DIS_CE
0.19
QE_I65
0.19
QE_I51
0.19
QE_I09
0.19
QE_I50
0.19
QE_I42
0.19
QE_I30
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I02
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NU_IDADE
0.26
ANO_FIM_EM
0.26
NT_FG_D1
0.24
NT_CE_D2
0.17
CO_CURSO
0.12
QE_I03
MISSING:
---
TOP CATEGORIES
A
879
94%
55
6%
C
4
<1%
B
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I03
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I03:
QE_I12
0.92
QE_I26
0.92
QE_I09
0.92
QE_I17
0.91
QE_I07
0.91
QE_I52
0.90
QE_I02
0.90
QE_I06
0.90
QE_I20
0.89
QE_I39
0.89
QE_I04
0.89
QE_I28
0.89
QE_I53
0.89
QE_I65
0.89

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I03
CORRELATION RATIO WITH...
QE_I16
0.80
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.31
NT_FG_D2
0.28
ANO_FIM_EM
0.24
NU_IDADE
0.23
NT_FG_D1
0.23
NT_CE_D2
0.16
CO_CURSO
0.13
QE_I04
MISSING:
---
TOP CATEGORIES
D
351
37%
E
163
17%
B
150
16%
C
123
13%
55
6%
A
51
5%
F
46
5%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I04
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I04:
QE_I05
0.23
QE_I08
0.20
NT_OBJ_CE
0.19
QE_I17
0.19
NT_DIS_CE
0.18
QE_I21
0.18
QE_I15
0.17
QE_I12
0.16
QE_I53
0.16
QE_I66
0.15
QE_I65
0.15
QE_I35
0.15
QE_I33
0.15
QE_I02
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I04
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.31
NT_FG_D2
0.30
NU_IDADE
0.29
ANO_FIM_EM
0.27
CO_CURSO
0.25
NT_FG_D1
0.23
NT_CE_D2
0.17
QE_I05
MISSING:
---
TOP CATEGORIES
D
382
41%
E
189
20%
B
105
11%
C
103
11%
F
90
10%
55
6%
A
15
2%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I05
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I05:
QE_I04
0.24
QE_I21
0.20
QE_I08
0.20
QE_I17
0.19
NT_OBJ_CE
0.18
QE_I15
0.18
NT_DIS_CE
0.17
QE_I12
0.17
QE_I37
0.16
QE_I35
0.16
QE_I31
0.16
QE_I51
0.16
QE_I38
0.16
QE_I09
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I05
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
NU_IDADE
0.36
ANO_IN_GRAD
0.34
ANO_FIM_EM
0.31
NT_FG_D2
0.29
NT_FG_D1
0.24
NT_CE_D2
0.16
CO_CURSO
0.14
QE_I06
MISSING:
---
TOP CATEGORIES
B
621
66%
C
101
11%
D
71
8%
A
67
7%
55
6%
F
23
2%
E
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I06
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I06:
QE_I07
0.47
QE_I01
0.35
QE_I09
0.29
NT_OBJ_CE
0.24
QE_I10
0.24
NT_DIS_CE
0.23
QE_I12
0.22
QE_I20
0.22
QE_I26
0.22
QE_I13
0.22
QE_I55
0.22
QE_I33
0.21
QE_I19
0.21
QE_I08
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I06
CORRELATION RATIO WITH...
QE_I16
0.55
ANO_FIM_EM
0.51
NU_IDADE
0.49
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.38
NT_FG_D2
0.30
NT_FG_D1
0.24
NT_CE_D2
0.20
CO_CURSO
0.16
QE_I07
MISSING:
---
TOP CATEGORIES
D
214
23%
C
199
21%
E
138
15%
A
131
14%
B
86
9%
F
59
6%
55
6%
G
29
3%
H
28
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I07
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I07:
QE_I06
0.28
NT_DIS_CE
0.18
NT_OBJ_CE
0.18
QE_I09
0.14
QE_I12
0.13
QE_I36
0.13
QE_I20
0.13
QE_I68
0.13
QE_I66
0.13
QE_I65
0.13
QE_I54
0.13
QE_I08
0.13
QE_I50
0.13
QE_I34
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I07
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.34
NT_FG_D2
0.29
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.16
QE_I08
MISSING:
---
TOP CATEGORIES
B
251
27%
A
204
22%
C
166
18%
E
101
11%
D
88
9%
F
63
7%
55
6%
G
11
1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I08
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I08:
NT_OBJ_CE
0.19
QE_I04
0.19
QE_I05
0.17
QE_I17
0.17
NT_DIS_CE
0.17
QE_I15
0.17
QE_I12
0.16
QE_I09
0.15
QE_I20
0.15
QE_I02
0.15
QE_I21
0.15
QE_I30
0.14
QE_I43
0.14
QE_I07
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I08
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.28
ANO_FIM_EM
0.25
NU_IDADE
0.25
NT_FG_D1
0.23
CO_CURSO
0.18
NT_CE_D2
0.16
QE_I09
MISSING:
---
TOP CATEGORIES
B
345
37%
C
264
28%
E
111
12%
D
64
7%
55
6%
F
53
6%
A
47
5%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I09
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I09:
QE_I10
0.33
QE_I06
0.21
NT_OBJ_CE
0.20
NT_DIS_CE
0.18
QE_I12
0.17
QE_I01
0.17
QE_I08
0.17
QE_I07
0.17
QE_I17
0.16
QE_I20
0.16
QE_I05
0.16
QE_I50
0.16
QE_I13
0.16
QE_I19
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I09
CORRELATION RATIO WITH...
QE_I16
0.55
NU_IDADE
0.44
ANO_FIM_EM
0.42
NT_FG_D2_PT
0.41
ANO_IN_GRAD
0.37
NT_FG_D1_PT
0.37
NT_FG_D2
0.29
NT_FG_D1
0.23
NT_CE_D2
0.20
CO_CURSO
0.19
QE_I10
MISSING:
---
TOP CATEGORIES
A
513
55%
E
158
17%
B
92
10%
D
78
8%
55
6%
C
43
5%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I10
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I10:
QE_I09
0.40
NT_OBJ_CE
0.21
QE_I06
0.21
NT_DIS_CE
0.19
QE_I01
0.19
QE_I08
0.18
QE_I13
0.18
QE_I20
0.18
QE_I12
0.18
QE_I33
0.18
QE_I45
0.18
QE_I36
0.18
QE_I46
0.18
QE_I51
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I10
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
ANO_IN_GRAD
0.40
NU_IDADE
0.38
NT_FG_D1_PT
0.38
ANO_FIM_EM
0.37
NT_FG_D2
0.30
NT_FG_D1
0.24
NT_CE_D2
0.17
CO_CURSO
0.13
QE_I11
MISSING:
---
TOP CATEGORIES
A
848
90%
55
6%
H
25
3%
B
4
<1%
I
3
<1%
G
3
<1%
C
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I11
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I11:
QE_I20
0.58
QE_I08
0.57
QE_I67
0.57
QE_I12
0.57
QE_I39
0.57
QE_I53
0.57
QE_I65
0.57
QE_I25
0.57
QE_I52
0.57
QE_I63
0.57
QE_I04
0.57
QE_I55
0.57
QE_I51
0.57
QE_I54
0.57

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I11
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.31
NT_FG_D2
0.28
ANO_FIM_EM
0.24
NU_IDADE
0.23
NT_FG_D1
0.23
CO_CURSO
0.16
NT_CE_D2
0.16
QE_I12
MISSING:
---
TOP CATEGORIES
A
721
77%
E
130
14%
55
6%
B
16
2%
F
10
1%
D
6
<1%
C
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I12
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I12:
QE_I15
0.38
QE_I08
0.37
QE_I17
0.36
QE_I09
0.36
QE_I04
0.35
QE_I05
0.34
QE_I07
0.33
QE_I06
0.33
NT_OBJ_CE
0.32
QE_I20
0.31
QE_I53
0.31
QE_I40
0.31
QE_I65
0.31
QE_I26
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I12
CORRELATION RATIO WITH...
QE_I16
0.56
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
CO_CURSO
0.29
NT_FG_D2
0.28
ANO_FIM_EM
0.24
NU_IDADE
0.23
NT_FG_D1
0.23
NT_CE_D2
0.18
QE_I13
MISSING:
---
TOP CATEGORIES
A
414
44%
B
199
21%
C
101
11%
F
77
8%
D
58
6%
55
6%
E
35
4%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I13
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I13:
NT_OBJ_CE
0.21
NT_DIS_CE
0.20
QE_I44
0.17
QE_I53
0.16
QE_I43
0.16
QE_I20
0.16
QE_I50
0.16
QE_I52
0.16
QE_I24
0.16
QE_I06
0.16
QE_I01
0.16
QE_I09
0.16
QE_I64
0.16
QE_I23
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I13
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
NU_IDADE
0.37
ANO_IN_GRAD
0.36
ANO_FIM_EM
0.35
NT_FG_D2
0.34
NT_FG_D1
0.23
NT_CE_D2
0.18
CO_CURSO
0.15
QE_I14
MISSING:
---
TOP CATEGORIES
A
844
90%
55
6%
B
20
2%
F
9
<1%
C
8
<1%
E
3
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I14
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I14:
QE_I53
0.58
QE_I46
0.56
QE_I35
0.56
QE_I51
0.55
QE_I52
0.55
QE_I36
0.54
QE_I68
0.54
QE_I65
0.54
QE_I66
0.54
QE_I67
0.54
QE_I44
0.54
QE_I20
0.53
QE_I61
0.53
QE_I63
0.53

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I14
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
NT_FG_D1
0.24
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_CE_D2
0.15
CO_CURSO
0.14
QE_I15
MISSING:
---
TOP CATEGORIES
A
448
48%
D
211
22%
E
146
16%
55
6%
C
36
4%
B
35
4%
F
8
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I15
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I15:
QE_I17
0.42
QE_I08
0.22
NT_OBJ_CE
0.21
QE_I12
0.21
QE_I04
0.21
QE_I02
0.20
QE_I05
0.20
QE_I18
0.19
NT_DIS_CE
0.19
QE_I40
0.18
QE_I20
0.18
QE_I26
0.18
QE_I66
0.18
QE_I41
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I15
CORRELATION RATIO WITH...
QE_I16
0.55
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.34
ANO_FIM_EM
0.30
NU_IDADE
0.30
NT_FG_D2
0.28
NT_FG_D1
0.23
NT_CE_D2
0.18
CO_CURSO
0.15
QE_I16
MISSING:
55
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NT_CE_D2
-0.05
CO_CURSO
-0.05
NT_FG_D1
-0.05
NT_FG_D1_PT
-0.04
NU_IDADE
0.04
NT_FG_D2
-0.03
ANO_FIM_EM
-0.02
NT_FG_D2_PT
-0.02
ANO_IN_GRAD
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I17
0.87
QE_I03
0.80
QE_I26
0.58
QE_I20
0.57
QE_I18
0.56
QE_I12
0.56
QE_I09
0.55
QE_I35
0.55
QE_I52
0.55
QE_I15
0.55
QE_I06
0.55
QE_I53
0.54
QE_I04
0.54
QE_I34
0.54
MOST FREQUENT VALUES
15.0
854
96.6%
16.0
8
0.9%
21.0
5
0.6%
99.0
4
0.5%
17.0
2
0.2%
13.0
2
0.2%
29.0
1
0.1%
11.0
1
0.1%
23.0
1
0.1%
31.0
1
0.1%
53.0
1
0.1%
50.0
1
0.1%
35.0
1
0.1%
33.0
1
0.1%
22.0
1
0.1%
SMALLEST VALUES
11.0
1
0.1%
13.0
2
0.2%
15.0
854
96.6%
16.0
8
0.9%
17.0
2
0.2%
21.0
5
0.6%
22.0
1
0.1%
23.0
1
0.1%
29.0
1
0.1%
31.0
1
0.1%
33.0
1
0.1%
35.0
1
0.1%
50.0
1
0.1%
53.0
1
0.1%
99.0
4
0.5%
LARGEST VALUES
99.0
4
0.5%
53.0
1
0.1%
50.0
1
0.1%
35.0
1
0.1%
33.0
1
0.1%
31.0
1
0.1%
29.0
1
0.1%
23.0
1
0.1%
22.0
1
0.1%
21.0
5
0.6%
17.0
2
0.2%
16.0
8
0.9%
15.0
854
96.6%
13.0
2
0.2%
11.0
1
0.1%
QE_I17
MISSING:
---
TOP CATEGORIES
A
511
54%
B
330
35%
55
6%
E
25
3%
D
15
2%
C
2
<1%
F
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I17
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I17:
QE_I15
0.57
QE_I08
0.31
QE_I04
0.31
QE_I05
0.29
QE_I18
0.29
QE_I12
0.27
QE_I02
0.25
QE_I09
0.25
NT_OBJ_CE
0.24
QE_I24
0.24
QE_I34
0.24
QE_I20
0.24
QE_I21
0.24
QE_I64
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I17
CORRELATION RATIO WITH...
QE_I16
0.87
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.33
NU_IDADE
0.33
ANO_FIM_EM
0.30
NT_FG_D2
0.30
NT_FG_D1
0.23
NT_CE_D2
0.16
CO_CURSO
0.16
QE_I18
MISSING:
---
TOP CATEGORIES
A
736
78%
B
131
14%
55
6%
D
10
1%
E
5
<1%
C
2
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I18
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I18:
QE_I17
0.42
QE_I15
0.38
QE_I20
0.35
QE_I43
0.34
QE_I19
0.34
QE_I46
0.34
QE_I44
0.34
QE_I65
0.34
QE_I09
0.34
QE_I53
0.34
QE_I02
0.34
QE_I60
0.34
QE_I54
0.33
QE_I04
0.33

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I18
CORRELATION RATIO WITH...
QE_I16
0.56
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
NU_IDADE
0.33
ANO_IN_GRAD
0.32
ANO_FIM_EM
0.28
NT_FG_D2
0.28
NT_FG_D1
0.23
NT_CE_D2
0.15
CO_CURSO
0.12
QE_I19
MISSING:
---
TOP CATEGORIES
B
714
76%
A
91
10%
55
6%
C
38
4%
D
17
2%
F
14
1%
G
9
<1%
E
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I19
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I19:
QE_I20
0.34
NT_OBJ_CE
0.30
NT_DIS_CE
0.28
QE_I09
0.28
QE_I30
0.28
QE_I35
0.28
QE_I53
0.27
QE_I06
0.27
QE_I40
0.27
QE_I62
0.27
QE_I18
0.27
QE_I54
0.27
QE_I05
0.27
QE_I38
0.27

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I19
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
NU_IDADE
0.32
ANO_IN_GRAD
0.32
NT_FG_D2
0.31
ANO_FIM_EM
0.29
NT_FG_D1
0.24
NT_CE_D2
0.16
CO_CURSO
0.13
QE_I20
MISSING:
---
TOP CATEGORIES
C
423
45%
G
150
16%
A
116
12%
55
6%
H
52
6%
B
44
5%
K
39
4%
E
21
2%
D
20
2%
J
10
1%
I
5
<1%
F
4
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I20
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I20:
NT_OBJ_CE
0.24
NT_DIS_CE
0.20
QE_I19
0.18
QE_I28
0.16
QE_I40
0.16
QE_I08
0.15
QE_I33
0.15
QE_I41
0.15
QE_I38
0.15
QE_I64
0.15
QE_I29
0.15
QE_I65
0.15
QE_I56
0.15
QE_I43
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I20
CORRELATION RATIO WITH...
QE_I16
0.57
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.36
NU_IDADE
0.32
ANO_FIM_EM
0.31
NT_FG_D2
0.30
NT_FG_D1
0.24
NT_CE_D2
0.19
CO_CURSO
0.15
QE_I21
MISSING:
---
TOP CATEGORIES
A
653
70%
B
231
25%
55
6%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I21
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I21:
QE_I05
0.43
QE_I04
0.39
QE_I08
0.35
QE_I17
0.33
QE_I15
0.33
QE_I12
0.32
QE_I02
0.31
QE_I36
0.31
QE_I54
0.31
QE_I65
0.31
QE_I31
0.31
QE_I62
0.31
QE_I35
0.31
QE_I20
0.30

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I21
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.40
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.28
ANO_FIM_EM
0.24
NU_IDADE
0.23
NT_FG_D1
0.23
NT_CE_D2
0.15
CO_CURSO
0.14
QE_I22
MISSING:
---
TOP CATEGORIES
B
385
41%
C
249
27%
A
129
14%
E
76
8%
55
6%
D
45
5%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I22
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I22:
NT_DIS_CE
0.19
NT_OBJ_CE
0.19
QE_I23
0.19
QE_I28
0.17
QE_I20
0.17
QE_I43
0.16
QE_I50
0.16
QE_I67
0.16
QE_I39
0.16
QE_I45
0.16
QE_I38
0.16
QE_I32
0.16
QE_I34
0.16
QE_I44
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I22
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.28
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_FG_D1
0.24
NT_CE_D2
0.15
CO_CURSO
0.12
QE_I23
MISSING:
---
TOP CATEGORIES
C
328
35%
B
325
35%
D
117
12%
E
87
9%
55
6%
A
27
3%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I23
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I23:
QE_I22
0.19
NT_OBJ_CE
0.18
NT_DIS_CE
0.18
QE_I51
0.18
QE_I29
0.17
QE_I27
0.17
QE_I13
0.17
QE_I32
0.17
QE_I42
0.17
QE_I36
0.17
QE_I38
0.17
QE_I55
0.17
QE_I43
0.17
QE_I20
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I23
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.34
NT_FG_D2
0.30
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.23
NT_CE_D2
0.16
CO_CURSO
0.11
QE_I24
MISSING:
---
TOP CATEGORIES
E
404
43%
A
288
31%
D
99
11%
C
84
9%
55
6%
B
9
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I24
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I24:
NT_OBJ_CE
0.20
NT_DIS_CE
0.19
QE_I13
0.18
QE_I53
0.18
QE_I43
0.18
QE_I17
0.18
QE_I52
0.18
QE_I20
0.18
QE_I45
0.18
QE_I04
0.18
QE_I65
0.18
QE_I64
0.18
QE_I01
0.18
QE_I54
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I24
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
ANO_FIM_EM
0.31
NU_IDADE
0.31
NT_FG_D2
0.30
NT_FG_D1
0.24
CO_CURSO
0.19
NT_CE_D2
0.16
QE_I25
MISSING:
---
TOP CATEGORIES
A
302
32%
E
257
27%
C
136
14%
H
120
13%
55
6%
B
44
5%
D
17
2%
G
8
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I25
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I25:
NT_OBJ_CE
0.20
NT_DIS_CE
0.19
QE_I57
0.16
QE_I27
0.15
QE_I30
0.15
QE_I33
0.15
QE_I28
0.15
QE_I26
0.15
QE_I59
0.15
QE_I40
0.15
QE_I51
0.15
QE_I20
0.15
QE_I29
0.15
QE_I46
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I25
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.34
NT_FG_D2
0.28
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_FG_D1
0.24
NT_CE_D2
0.16
CO_CURSO
0.16
QE_I26
MISSING:
---
TOP CATEGORIES
A
407
43%
F
400
43%
55
6%
C
36
4%
I
26
3%
G
8
<1%
E
2
<1%
H
2
<1%
D
2
<1%
B
1
<1%
ALL
939
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I26
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I26:
NT_OBJ_CE
0.24
NT_DIS_CE
0.22
QE_I39
0.21
QE_I64
0.21
QE_I44
0.21
QE_I51
0.21
QE_I40
0.21
QE_I55
0.21
QE_I31
0.21
QE_I06
0.21
QE_I25
0.21
QE_I62
0.21
QE_I68
0.21
QE_I45
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I26
CORRELATION RATIO WITH...
QE_I16
0.58
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.39
ANO_IN_GRAD
0.32
NT_FG_D2
0.30
NT_FG_D1
0.26
ANO_FIM_EM
0.26
NU_IDADE
0.26
NT_CE_D2
0.21
CO_CURSO
0.14
QE_I27
MISSING:
55
(6%)
TOP CATEGORIES
6.0
288
33%
5.0
254
29%
4.0
209
24%
3.0
93
11%
2.0
21
2%
1.0
8
<1%
8.0
7
<1%
7.0
4
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I27
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I27:
QE_I29
0.31
QE_I28
0.29
QE_I38
0.29
QE_I37
0.27
QE_I49
0.27
QE_I31
0.27
QE_I47
0.27
QE_I33
0.27
QE_I34
0.27
QE_I39
0.26
QE_I66
0.26
QE_I36
0.25
QE_I30
0.25
QE_I55
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I27
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.43
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.34
NT_FG_D2
0.30
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_FG_D1
0.23
NT_CE_D2
0.21
CO_CURSO
0.16
QE_I28
MISSING:
55
(6%)
TOP CATEGORIES
6.0
259
29%
5.0
248
28%
4.0
172
19%
3.0
114
13%
2.0
38
4%
1.0
27
3%
8.0
18
2%
7.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I28
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I28:
QE_I27
0.27
QE_I29
0.26
QE_I38
0.25
QE_I49
0.25
QE_I37
0.24
QE_I31
0.23
QE_I47
0.23
QE_I36
0.23
QE_I33
0.22
QE_I34
0.22
QE_I30
0.22
QE_I48
0.22
NT_OBJ_CE
0.22
QE_I40
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I28
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_FG_D1
0.23
NT_CE_D2
0.22
CO_CURSO
0.17
QE_I29
MISSING:
55
(6%)
TOP CATEGORIES
6.0
229
26%
5.0
218
25%
4.0
198
22%
3.0
132
15%
2.0
68
8%
1.0
29
3%
8.0
6
<1%
7.0
4
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I29
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I29:
QE_I38
0.28
QE_I37
0.28
QE_I27
0.28
QE_I30
0.28
QE_I31
0.26
QE_I34
0.26
QE_I28
0.25
QE_I49
0.25
QE_I33
0.25
QE_I36
0.24
QE_I47
0.24
QE_I40
0.24
QE_I39
0.23
QE_I48
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I29
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.43
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NU_IDADE
0.25
ANO_FIM_EM
0.24
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.15
QE_I30
MISSING:
55
(6%)
TOP CATEGORIES
6.0
217
25%
5.0
210
24%
4.0
199
23%
3.0
121
14%
2.0
76
9%
1.0
53
6%
8.0
7
<1%
7.0
1
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I30
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I30:
QE_I29
0.27
QE_I31
0.27
QE_I37
0.25
QE_I38
0.25
QE_I49
0.25
QE_I34
0.24
QE_I33
0.24
QE_I47
0.24
QE_I48
0.23
QE_I36
0.23
QE_I40
0.23
QE_I27
0.22
QE_I35
0.22
QE_I66
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I30
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NU_IDADE
0.25
ANO_FIM_EM
0.25
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.18
QE_I31
MISSING:
55
(6%)
TOP CATEGORIES
6.0
318
36%
5.0
237
27%
4.0
136
15%
3.0
88
10%
2.0
55
6%
1.0
38
4%
8.0
8
<1%
7.0
4
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I31
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I31:
QE_I33
0.32
QE_I34
0.31
QE_I37
0.29
QE_I30
0.29
QE_I49
0.27
QE_I29
0.27
QE_I35
0.27
QE_I38
0.26
QE_I66
0.26
QE_I32
0.26
QE_I36
0.25
QE_I27
0.25
QE_I28
0.24
QE_I48
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I31
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.30
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_CE_D2
0.24
NT_FG_D1
0.24
CO_CURSO
0.20
QE_I32
MISSING:
55
(6%)
TOP CATEGORIES
6.0
462
52%
5.0
219
25%
4.0
96
11%
3.0
73
8%
2.0
17
2%
1.0
10
1%
8.0
6
<1%
7.0
1
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I32
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I32:
QE_I33
0.34
QE_I31
0.31
QE_I35
0.30
QE_I34
0.29
QE_I36
0.28
QE_I37
0.27
QE_I66
0.27
QE_I30
0.26
QE_I47
0.26
QE_I29
0.26
QE_I49
0.26
QE_I42
0.26
QE_I38
0.26
QE_I27
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I32
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
ANO_FIM_EM
0.25
NU_IDADE
0.25
NT_FG_D1
0.25
NT_CE_D2
0.19
CO_CURSO
0.18
QE_I33
MISSING:
55
(6%)
TOP CATEGORIES
6.0
324
37%
5.0
274
31%
4.0
150
17%
3.0
72
8%
2.0
28
3%
1.0
19
2%
7.0
9
1%
8.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I33
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I33:
QE_I34
0.42
QE_I31
0.34
QE_I35
0.34
QE_I36
0.30
QE_I32
0.30
QE_I66
0.29
QE_I37
0.29
QE_I29
0.28
QE_I30
0.26
QE_I27
0.26
QE_I38
0.26
QE_I49
0.26
QE_I28
0.24
QE_I39
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I33
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.25
NT_CE_D2
0.19
CO_CURSO
0.19
QE_I34
MISSING:
55
(6%)
TOP CATEGORIES
6.0
315
36%
5.0
247
28%
4.0
141
16%
3.0
82
9%
2.0
54
6%
1.0
22
2%
7.0
15
2%
8.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I34
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I34:
QE_I33
0.40
QE_I31
0.31
QE_I35
0.28
QE_I66
0.28
QE_I36
0.27
QE_I29
0.27
QE_I49
0.26
QE_I37
0.26
QE_I30
0.25
QE_I38
0.25
QE_I27
0.25
QE_I32
0.24
QE_I47
0.23
QE_I28
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I34
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NU_IDADE
0.25
ANO_FIM_EM
0.24
CO_CURSO
0.24
NT_FG_D1
0.23
NT_CE_D2
0.20
QE_I35
MISSING:
55
(6%)
TOP CATEGORIES
6.0
331
37%
5.0
264
30%
4.0
147
17%
3.0
78
9%
2.0
29
3%
1.0
22
2%
7.0
8
<1%
8.0
5
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I35
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I35:
QE_I33
0.34
QE_I36
0.30
QE_I34
0.30
QE_I31
0.28
QE_I32
0.26
QE_I37
0.25
QE_I49
0.25
QE_I30
0.25
QE_I66
0.24
QE_I38
0.24
QE_I29
0.24
QE_I27
0.24
QE_I47
0.23
QE_I48
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I35
CORRELATION RATIO WITH...
QE_I16
0.55
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.34
NT_FG_D2
0.29
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.15
QE_I36
MISSING:
55
(6%)
TOP CATEGORIES
6.0
366
41%
5.0
261
30%
4.0
151
17%
3.0
59
7%
2.0
25
3%
1.0
13
1%
8.0
8
<1%
7.0
1
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I36
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I36:
QE_I35
0.32
QE_I33
0.32
QE_I34
0.30
QE_I38
0.29
QE_I49
0.29
QE_I37
0.29
QE_I31
0.28
QE_I29
0.28
QE_I30
0.27
QE_I47
0.27
QE_I66
0.26
QE_I28
0.26
QE_I27
0.26
QE_I39
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I36
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
ANO_FIM_EM
0.26
NU_IDADE
0.26
NT_FG_D1
0.24
CO_CURSO
0.19
NT_CE_D2
0.18
QE_I37
MISSING:
55
(6%)
TOP CATEGORIES
5.0
225
25%
4.0
193
22%
6.0
169
19%
3.0
128
14%
2.0
85
10%
1.0
78
9%
8.0
6
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I37
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I37:
QE_I38
0.36
QE_I40
0.28
QE_I29
0.27
QE_I31
0.27
QE_I33
0.25
QE_I30
0.25
QE_I49
0.25
QE_I36
0.24
QE_I34
0.24
QE_I27
0.24
QE_I41
0.24
QE_I55
0.23
QE_I39
0.23
QE_I28
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I37
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NU_IDADE
0.25
ANO_FIM_EM
0.25
NT_FG_D1
0.24
CO_CURSO
0.20
NT_CE_D2
0.18
QE_I38
MISSING:
55
(6%)
TOP CATEGORIES
5.0
257
29%
4.0
233
26%
6.0
137
15%
3.0
129
15%
2.0
78
9%
1.0
40
5%
8.0
7
<1%
7.0
3
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I38
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I38:
QE_I37
0.37
QE_I40
0.29
QE_I29
0.28
QE_I55
0.28
QE_I49
0.27
QE_I39
0.27
QE_I27
0.26
QE_I57
0.26
QE_I30
0.26
QE_I41
0.25
QE_I36
0.25
QE_I48
0.25
QE_I47
0.25
QE_I28
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I38
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.31
NT_FG_D2
0.29
NT_FG_D1
0.25
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_CE_D2
0.18
CO_CURSO
0.18
QE_I39
MISSING:
55
(6%)
TOP CATEGORIES
5.0
290
33%
6.0
286
32%
4.0
167
19%
3.0
82
9%
2.0
36
4%
1.0
15
2%
8.0
6
<1%
7.0
2
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I39
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I39:
QE_I38
0.29
QE_I37
0.26
QE_I27
0.26
QE_I49
0.26
QE_I57
0.25
QE_I29
0.25
QE_I55
0.25
QE_I36
0.25
QE_I56
0.24
QE_I40
0.24
QE_I42
0.24
QE_I33
0.24
QE_I31
0.24
QE_I58
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I39
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.43
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
ANO_FIM_EM
0.24
NT_FG_D1
0.24
NU_IDADE
0.23
NT_CE_D2
0.19
CO_CURSO
0.14
QE_I40
MISSING:
55
(6%)
TOP CATEGORIES
4.0
231
26%
5.0
178
20%
3.0
143
16%
6.0
121
14%
2.0
102
12%
1.0
83
9%
8.0
24
3%
7.0
2
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I40
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I40:
QE_I38
0.27
QE_I37
0.27
QE_I41
0.25
QE_I60
0.24
QE_I55
0.23
QE_I47
0.23
QE_I29
0.22
QE_I48
0.22
QE_I56
0.22
QE_I49
0.22
QE_I30
0.21
QE_I45
0.21
QE_I31
0.21
QE_I62
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I40
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.30
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.13
QE_I41
MISSING:
55
(6%)
TOP CATEGORIES
6.0
211
24%
5.0
209
24%
4.0
165
19%
3.0
128
14%
2.0
86
10%
1.0
75
8%
8.0
8
<1%
7.0
2
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I41
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I41:
QE_I40
0.26
QE_I38
0.24
QE_I59
0.24
QE_I37
0.23
QE_I60
0.23
QE_I56
0.22
QE_I55
0.22
QE_I47
0.22
QE_I49
0.22
QE_I63
0.21
QE_I43
0.21
QE_I48
0.21
NT_OBJ_CE
0.21
QE_I62
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I41
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.31
NT_FG_D2
0.29
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_FG_D1
0.23
CO_CURSO
0.20
NT_CE_D2
0.19
QE_I42
MISSING:
55
(6%)
TOP CATEGORIES
6.0
469
53%
5.0
234
26%
4.0
101
11%
3.0
46
5%
2.0
19
2%
1.0
11
1%
8.0
4
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I42
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I42:
QE_I39
0.28
QE_I36
0.28
QE_I38
0.27
QE_I41
0.27
QE_I29
0.27
QE_I32
0.27
QE_I51
0.26
QE_I34
0.26
QE_I35
0.26
QE_I27
0.26
QE_I31
0.26
QE_I49
0.26
QE_I33
0.26
QE_I47
0.26

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I42
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
ANO_FIM_EM
0.25
NT_FG_D1
0.25
NU_IDADE
0.25
NT_CE_D2
0.19
CO_CURSO
0.15
QE_I43
MISSING:
55
(6%)
TOP CATEGORIES
6.0
289
33%
5.0
215
24%
4.0
168
19%
3.0
97
11%
2.0
67
8%
1.0
38
4%
8.0
10
1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I43
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I43:
QE_I44
0.43
QE_I45
0.30
QE_I46
0.25
QE_I52
0.23
QE_I41
0.23
QE_I40
0.22
QE_I47
0.22
QE_I56
0.22
QE_I60
0.21
QE_I38
0.21
QE_I55
0.21
QE_I39
0.21
QE_I48
0.21
QE_I49
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I43
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
ANO_FIM_EM
0.27
NU_IDADE
0.26
NT_FG_D1
0.25
NT_CE_D2
0.18
CO_CURSO
0.13
QE_I44
MISSING:
55
(6%)
TOP CATEGORIES
6.0
277
31%
5.0
198
22%
4.0
183
21%
3.0
117
13%
2.0
63
7%
1.0
33
4%
8.0
13
1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I44
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I44:
QE_I43
0.43
QE_I45
0.32
QE_I46
0.26
QE_I52
0.24
QE_I47
0.23
QE_I53
0.22
QE_I60
0.22
QE_I38
0.21
QE_I48
0.21
QE_I40
0.21
QE_I55
0.21
QE_I41
0.21
QE_I56
0.21
QE_I63
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I44
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
ANO_FIM_EM
0.26
NU_IDADE
0.26
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.12
QE_I45
MISSING:
55
(6%)
TOP CATEGORIES
6.0
235
27%
5.0
216
24%
4.0
204
23%
3.0
116
13%
2.0
58
7%
1.0
44
5%
8.0
10
1%
7.0
1
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I45
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I45:
QE_I44
0.32
QE_I43
0.29
QE_I46
0.29
QE_I47
0.24
QE_I52
0.23
QE_I40
0.23
QE_I60
0.22
QE_I62
0.21
QE_I38
0.21
QE_I53
0.21
QE_I49
0.21
QE_I41
0.21
QE_I48
0.21
QE_I59
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I45
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
NU_IDADE
0.27
ANO_FIM_EM
0.27
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.12
QE_I46
MISSING:
55
(6%)
TOP CATEGORIES
4.0
156
18%
6.0
153
17%
5.0
148
17%
8.0
132
15%
3.0
127
14%
1.0
82
9%
2.0
73
8%
7.0
13
1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I46
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I46:
QE_I45
0.25
QE_I44
0.23
QE_I47
0.21
QE_I43
0.21
QE_I52
0.21
QE_I48
0.20
QE_I60
0.20
QE_I55
0.19
QE_I40
0.19
QE_I67
0.19
NT_OBJ_CE
0.19
QE_I63
0.19
QE_I53
0.19
QE_I41
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I46
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.28
ANO_FIM_EM
0.26
NU_IDADE
0.26
NT_FG_D1
0.25
NT_CE_D2
0.16
CO_CURSO
0.13
QE_I47
MISSING:
55
(6%)
TOP CATEGORIES
4.0
228
26%
5.0
185
21%
3.0
161
18%
6.0
154
17%
2.0
90
10%
1.0
59
7%
8.0
7
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I47
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I47:
QE_I48
0.40
QE_I49
0.29
QE_I63
0.26
QE_I38
0.24
QE_I46
0.24
QE_I29
0.24
QE_I27
0.24
QE_I30
0.23
QE_I40
0.23
QE_I45
0.23
QE_I62
0.23
QE_I66
0.23
QE_I60
0.23
QE_I59
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I47
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.31
NT_FG_D2
0.29
NT_FG_D1
0.25
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_CE_D2
0.16
CO_CURSO
0.15
QE_I48
MISSING:
55
(6%)
TOP CATEGORIES
4.0
211
24%
3.0
178
20%
5.0
163
18%
2.0
142
16%
1.0
92
10%
6.0
91
10%
8.0
6
<1%
7.0
1
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I48
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I48:
QE_I47
0.39
QE_I49
0.29
QE_I63
0.26
QE_I62
0.25
QE_I38
0.24
QE_I60
0.23
QE_I55
0.23
QE_I40
0.23
QE_I30
0.22
QE_I37
0.22
QE_I31
0.22
QE_I29
0.22
QE_I46
0.22
QE_I59
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I48
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NT_FG_D1
0.26
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_CE_D2
0.17
CO_CURSO
0.15
QE_I49
MISSING:
55
(6%)
TOP CATEGORIES
5.0
295
33%
4.0
190
21%
6.0
189
21%
3.0
126
14%
2.0
53
6%
1.0
25
3%
8.0
6
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I49
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I49:
QE_I47
0.32
QE_I48
0.31
QE_I38
0.28
QE_I55
0.28
QE_I31
0.27
QE_I66
0.27
QE_I30
0.27
QE_I37
0.27
QE_I29
0.26
QE_I34
0.26
QE_I36
0.26
QE_I28
0.26
QE_I63
0.26
QE_I27
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I49
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.33
NT_FG_D2
0.28
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_FG_D1
0.23
NT_CE_D2
0.20
CO_CURSO
0.18
QE_I50
MISSING:
55
(6%)
TOP CATEGORIES
6.0
427
48%
5.0
192
22%
4.0
114
13%
8.0
44
5%
3.0
36
4%
7.0
35
4%
2.0
21
2%
1.0
15
2%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I50
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I50:
QE_I51
0.32
NT_OBJ_CE
0.23
QE_I28
0.21
QE_I47
0.21
NT_DIS_CE
0.21
QE_I48
0.20
QE_I44
0.20
QE_I37
0.20
QE_I46
0.20
QE_I49
0.20
QE_I55
0.20
QE_I66
0.20
QE_I36
0.20
QE_I38
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I50
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.34
NT_FG_D2
0.30
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.24
NT_CE_D2
0.17
CO_CURSO
0.14
QE_I51
MISSING:
55
(6%)
TOP CATEGORIES
6.0
383
43%
5.0
217
25%
4.0
90
10%
7.0
73
8%
8.0
70
8%
3.0
31
4%
2.0
12
1%
1.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I51
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I51:
QE_I50
0.31
QE_I36
0.24
QE_I49
0.23
QE_I33
0.22
QE_I39
0.22
QE_I42
0.22
QE_I57
0.22
QE_I31
0.22
QE_I34
0.21
QE_I66
0.21
NT_OBJ_CE
0.21
QE_I27
0.21
QE_I29
0.21
QE_I47
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I51
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.39
ANO_IN_GRAD
0.34
NT_FG_D2
0.30
NU_IDADE
0.27
ANO_FIM_EM
0.27
NT_FG_D1
0.26
NT_CE_D2
0.19
CO_CURSO
0.13
QE_I52
MISSING:
55
(6%)
TOP CATEGORIES
1.0
171
19%
3.0
146
17%
4.0
136
15%
6.0
123
14%
5.0
120
14%
2.0
110
12%
8.0
70
8%
7.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I52
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I52:
QE_I53
0.47
QE_I46
0.21
QE_I44
0.21
QE_I45
0.20
QE_I43
0.20
NT_OBJ_CE
0.19
QE_I60
0.19
QE_I48
0.18
QE_I47
0.18
QE_I65
0.18
QE_I40
0.18
QE_I56
0.18
QE_I59
0.18
QE_I41
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I52
CORRELATION RATIO WITH...
QE_I16
0.55
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
ANO_FIM_EM
0.27
NU_IDADE
0.27
NT_FG_D1
0.23
CO_CURSO
0.18
NT_CE_D2
0.17
QE_I53
MISSING:
55
(6%)
TOP CATEGORIES
1.0
243
27%
6.0
127
14%
3.0
121
14%
2.0
119
13%
5.0
95
11%
4.0
93
11%
8.0
69
8%
7.0
17
2%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I53
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I53:
QE_I52
0.47
NT_OBJ_CE
0.21
QE_I44
0.20
QE_I46
0.19
QE_I45
0.19
QE_I60
0.18
QE_I43
0.18
QE_I65
0.18
NT_DIS_CE
0.18
QE_I68
0.17
QE_I63
0.17
QE_I48
0.16
QE_I54
0.16
QE_I47
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I53
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.35
NT_FG_D2
0.29
ANO_FIM_EM
0.28
NU_IDADE
0.28
CO_CURSO
0.26
NT_FG_D1
0.25
NT_CE_D2
0.18
QE_I54
MISSING:
55
(6%)
TOP CATEGORIES
6.0
250
28%
5.0
190
21%
4.0
155
18%
3.0
109
12%
2.0
78
9%
1.0
68
8%
8.0
32
4%
7.0
2
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I54
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I54:
QE_I55
0.26
NT_OBJ_CE
0.21
QE_I49
0.21
QE_I60
0.20
QE_I62
0.20
QE_I63
0.20
QE_I38
0.20
QE_I57
0.20
QE_I59
0.19
QE_I47
0.19
QE_I40
0.19
QE_I56
0.19
QE_I41
0.19
QE_I66
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I54
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.34
NT_FG_D2
0.29
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.23
NT_CE_D2
0.19
CO_CURSO
0.14
QE_I55
MISSING:
55
(6%)
TOP CATEGORIES
5.0
295
33%
4.0
192
22%
6.0
191
22%
3.0
112
13%
2.0
45
5%
8.0
24
3%
1.0
22
2%
7.0
3
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I55
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I55:
QE_I54
0.28
QE_I38
0.28
QE_I49
0.28
QE_I57
0.25
QE_I56
0.25
QE_I37
0.25
QE_I40
0.25
QE_I48
0.24
QE_I63
0.24
QE_I59
0.24
QE_I41
0.24
QE_I47
0.24
QE_I66
0.23
QE_I39
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I55
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
ANO_FIM_EM
0.24
NT_FG_D1
0.24
NU_IDADE
0.23
NT_CE_D2
0.18
CO_CURSO
0.17
QE_I56
MISSING:
55
(6%)
TOP CATEGORIES
5.0
267
30%
6.0
207
23%
4.0
203
23%
3.0
118
13%
2.0
46
5%
1.0
35
4%
8.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I56
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I56:
QE_I57
0.27
QE_I60
0.27
QE_I58
0.26
QE_I38
0.25
QE_I55
0.25
QE_I40
0.24
QE_I37
0.24
QE_I41
0.24
QE_I49
0.24
QE_I59
0.24
QE_I61
0.24
QE_I62
0.24
QE_I47
0.23
QE_I48
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I56
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
ANO_FIM_EM
0.25
NU_IDADE
0.25
NT_FG_D1
0.23
NT_CE_D2
0.17
CO_CURSO
0.12
QE_I57
MISSING:
55
(6%)
TOP CATEGORIES
5.0
339
38%
6.0
255
29%
4.0
174
20%
3.0
72
8%
2.0
20
2%
1.0
14
2%
8.0
9
1%
7.0
1
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I57
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I57:
QE_I56
0.29
QE_I38
0.29
QE_I55
0.28
QE_I58
0.28
QE_I49
0.28
QE_I39
0.26
QE_I60
0.25
QE_I61
0.25
QE_I37
0.25
QE_I31
0.25
QE_I59
0.25
QE_I63
0.24
QE_I40
0.24
QE_I41
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I57
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.39
ANO_IN_GRAD
0.34
NT_FG_D2
0.28
ANO_FIM_EM
0.25
NT_FG_D1
0.24
NU_IDADE
0.24
NT_CE_D2
0.22
CO_CURSO
0.13
QE_I58
MISSING:
55
(6%)
TOP CATEGORIES
5.0
318
36%
6.0
284
32%
4.0
157
18%
3.0
70
8%
2.0
26
3%
1.0
22
2%
8.0
7
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I58
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I58:
QE_I63
0.29
QE_I59
0.28
QE_I56
0.28
QE_I57
0.28
QE_I60
0.27
QE_I38
0.27
QE_I62
0.27
QE_I49
0.26
QE_I61
0.26
QE_I47
0.25
QE_I55
0.25
QE_I66
0.25
QE_I39
0.24
QE_I37
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I58
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.39
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
ANO_FIM_EM
0.24
NT_FG_D1
0.24
NU_IDADE
0.24
NT_CE_D2
0.17
CO_CURSO
0.14
QE_I59
MISSING:
55
(6%)
TOP CATEGORIES
5.0
229
26%
6.0
202
23%
4.0
182
21%
3.0
119
13%
2.0
67
8%
1.0
53
6%
8.0
32
4%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I59
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I59:
QE_I60
0.27
QE_I61
0.26
QE_I63
0.25
QE_I62
0.25
QE_I41
0.24
QE_I58
0.24
QE_I38
0.22
QE_I55
0.22
QE_I47
0.22
QE_I56
0.22
QE_I49
0.22
QE_I48
0.22
QE_I57
0.21
QE_I66
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I59
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
NU_IDADE
0.25
ANO_FIM_EM
0.25
NT_FG_D1
0.24
NT_CE_D2
0.19
CO_CURSO
0.14
QE_I60
MISSING:
55
(6%)
TOP CATEGORIES
4.0
214
24%
5.0
188
21%
6.0
137
15%
3.0
129
15%
2.0
113
13%
1.0
85
10%
8.0
11
1%
7.0
7
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I60
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I60:
QE_I59
0.26
QE_I62
0.26
QE_I63
0.25
QE_I40
0.24
QE_I56
0.24
QE_I38
0.23
QE_I58
0.23
QE_I49
0.23
QE_I61
0.23
QE_I48
0.22
QE_I37
0.22
QE_I47
0.22
QE_I41
0.22
QE_I66
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I60
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.37
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
ANO_FIM_EM
0.24
NT_FG_D1
0.24
NU_IDADE
0.24
NT_CE_D2
0.17
CO_CURSO
0.15
QE_I61
MISSING:
55
(6%)
TOP CATEGORIES
5.0
261
30%
6.0
211
24%
4.0
188
21%
3.0
106
12%
2.0
69
8%
1.0
42
5%
8.0
7
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I61
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I61:
QE_I62
0.30
QE_I63
0.30
QE_I59
0.27
QE_I60
0.24
QE_I56
0.23
QE_I58
0.23
QE_I38
0.23
QE_I49
0.23
QE_I55
0.22
QE_I57
0.22
QE_I47
0.22
QE_I48
0.22
QE_I66
0.21
QE_I41
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I61
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_FG_D1
0.24
NT_CE_D2
0.17
CO_CURSO
0.11
QE_I62
MISSING:
55
(6%)
TOP CATEGORIES
4.0
207
23%
5.0
163
18%
3.0
158
18%
6.0
118
13%
1.0
117
13%
2.0
111
13%
8.0
10
1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I62
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I62:
QE_I63
0.44
QE_I61
0.28
QE_I60
0.26
QE_I48
0.25
QE_I59
0.24
QE_I49
0.22
QE_I47
0.22
QE_I58
0.22
QE_I38
0.22
QE_I56
0.22
QE_I68
0.21
QE_I40
0.21
QE_I55
0.21
QE_I37
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I62
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.30
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_FG_D1
0.24
NT_CE_D2
0.18
CO_CURSO
0.12
QE_I63
MISSING:
55
(6%)
TOP CATEGORIES
4.0
211
24%
5.0
193
22%
3.0
145
16%
6.0
121
14%
2.0
118
13%
1.0
88
10%
8.0
8
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I63
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I63:
QE_I62
0.44
QE_I61
0.28
QE_I48
0.26
QE_I60
0.26
QE_I59
0.25
QE_I47
0.25
QE_I58
0.25
QE_I49
0.23
QE_I38
0.23
QE_I55
0.22
QE_I66
0.22
QE_I68
0.21
QE_I41
0.21
QE_I56
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I63
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.39
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
NT_FG_D1
0.25
ANO_FIM_EM
0.24
NU_IDADE
0.24
NT_CE_D2
0.16
CO_CURSO
0.14
QE_I64
MISSING:
55
(6%)
TOP CATEGORIES
5.0
288
33%
6.0
255
29%
4.0
150
17%
3.0
101
11%
2.0
45
5%
1.0
23
3%
8.0
20
2%
7.0
2
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I64
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I64:
QE_I65
0.25
QE_I63
0.22
QE_I62
0.22
QE_I68
0.21
NT_OBJ_CE
0.21
QE_I61
0.20
QE_I59
0.20
QE_I56
0.20
QE_I39
0.19
QE_I57
0.19
QE_I60
0.19
QE_I66
0.19
QE_I67
0.19
QE_I48
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I64
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.29
ANO_FIM_EM
0.28
NU_IDADE
0.28
NT_FG_D1
0.24
CO_CURSO
0.23
NT_CE_D2
0.19
QE_I65
MISSING:
55
(6%)
TOP CATEGORIES
6.0
168
19%
1.0
132
15%
5.0
125
14%
8.0
124
14%
4.0
122
14%
3.0
114
13%
2.0
78
9%
7.0
21
2%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I65
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I65:
QE_I64
0.21
QE_I66
0.18
NT_DIS_CE
0.18
QE_I63
0.18
QE_I67
0.18
QE_I62
0.18
QE_I60
0.18
QE_I52
0.18
QE_I46
0.18
NT_OBJ_CE
0.17
QE_I53
0.17
QE_I48
0.17
QE_I59
0.17
QE_I49
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I65
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.30
ANO_FIM_EM
0.27
NU_IDADE
0.27
NT_FG_D1
0.24
NT_CE_D2
0.19
CO_CURSO
0.15
QE_I66
MISSING:
55
(6%)
TOP CATEGORIES
6.0
237
27%
5.0
207
23%
4.0
171
19%
3.0
101
11%
1.0
55
6%
2.0
49
6%
8.0
39
4%
7.0
25
3%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I66
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I66:
QE_I67
0.25
QE_I34
0.25
QE_I33
0.25
QE_I49
0.24
QE_I31
0.23
QE_I38
0.22
QE_I47
0.22
QE_I37
0.22
QE_I27
0.22
QE_I60
0.21
QE_I63
0.21
QE_I55
0.21
QE_I36
0.21
QE_I29
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I66
CORRELATION RATIO WITH...
QE_I16
0.53
NT_FG_D2_PT
0.42
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.33
NT_FG_D2
0.29
NT_FG_D1
0.25
ANO_FIM_EM
0.25
NU_IDADE
0.24
NT_CE_D2
0.23
CO_CURSO
0.20
QE_I67
MISSING:
55
(6%)
TOP CATEGORIES
6.0
194
22%
4.0
179
20%
5.0
174
20%
3.0
109
12%
1.0
88
10%
2.0
83
9%
8.0
38
4%
7.0
19
2%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I67
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I67:
QE_I66
0.24
QE_I68
0.21
QE_I47
0.20
QE_I46
0.20
NT_OBJ_CE
0.19
QE_I65
0.19
QE_I49
0.19
QE_I33
0.18
QE_I34
0.18
QE_I45
0.18
NT_DIS_CE
0.18
QE_I59
0.18
QE_I48
0.18
QE_I60
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I67
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.28
NU_IDADE
0.26
ANO_FIM_EM
0.26
NT_FG_D1
0.24
NT_CE_D2
0.19
CO_CURSO
0.16
QE_I68
MISSING:
55
(6%)
TOP CATEGORIES
5.0
199
23%
4.0
195
22%
6.0
163
18%
3.0
143
16%
2.0
92
10%
1.0
75
8%
8.0
10
1%
7.0
7
<1%
ALL
884
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
QE_I68
PROVIDES INFORMATION ON...
NU_ANO
1.00
CO_IES
1.00
CO_CATEGAD
1.00
CO_ORGACAD
1.00
CO_MODALIDADE
1.00
CO_UF_CURSO
1.00
CO_REGIAO_CURSO
1.00
TP_INSCRICAO_ADM
1.00
TP_INSCRICAO
1.00
NU_ITEM_OFG
1.00
NU_ITEM_OFG_Z
1.00
NU_ITEM_OFG_X
1.00
NU_ITEM_OFG_N
1.00
NU_ITEM_OCE
1.00

THESE FEATURES
GIVE INFORMATION
ON QE_I68:
QE_I67
0.21
QE_I62
0.21
QE_I63
0.21
QE_I60
0.20
NT_OBJ_CE
0.19
QE_I61
0.19
QE_I66
0.19
QE_I64
0.19
QE_I59
0.19
QE_I38
0.19
QE_I48
0.18
QE_I57
0.18
QE_I52
0.18
QE_I65
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
QE_I68
CORRELATION RATIO WITH...
QE_I16
0.54
NT_FG_D2_PT
0.41
NT_FG_D1_PT
0.38
ANO_IN_GRAD
0.32
NT_FG_D2
0.28
ANO_FIM_EM
0.26
NU_IDADE
0.25
NT_FG_D1
0.24
NT_CE_D2
0.16
CO_CURSO
0.14